Research Track Papers
DOI links will be available by August 3rd, please check back then to access the direct links below
| “Oh LLM, I’m Asking Thee, Please Give Me a Decision Tree”: Zero-Shot Decision Tree Induction and Embedding with Large Language Models DOI: https://doi.org/10.1145/3711896.3736818 |
| Ricardo Knauer (KI-Werkstatt, University of Applied Sciences Berlin); Mario Koddenbrock (KI-Werkstatt, University of Applied Sciences Berlin); Raphael Wallsberger (KI-Werkstatt, University of Applied Sciences Berlin); Nicholas M. Brisson (Julius Wolff Institute, Berlin Institute of Health at Charité – Universitätsmedizin Berlin); Georg N. Duda (Julius Wolff Institute, Berlin Institute of Health at Charité – Universitätsmedizin Berlin); Deborah Falla (Centre of Precision Rehabilitation for Spinal Pain, School of Sport, Exercise and Rehabilitation Sciences at University of Birmingham); David W. Evans (Centre of Precision Rehabilitation for Spinal Pain, School of Sport, Exercise and Rehabilitation Sciences at University of Birmingham); Erik Rodner (KI-Werkstatt, University of Applied Sciences Berlin) |
| A Diffusion-Based Method for Learning the Multi-Outcome Distribution of Medical Treatments DOI: https://doi.org/10.1145/3711896.3736819 |
| Yuchen Ma (Institute of AI in Management, LMU Munich); Jonas Schweisthal (Institute of AI in Management, LMU Munich); Hengrui Zhang (University of Illinois, Chicago); Stefan Feuerriegel (Munich Center for Machine Learning, LMU Munich) |
| A Dual-Fusion Cognitive Diagnosis Framework for Open Student Learning Environments DOI: https://doi.org/10.1145/3711896.3736820 |
| Yuanhao Liu (East China Normal University); Shuo Liu (East China Normal University); Yimeng Liu (East China Normal University); Chanjin Zheng (East China Normal University); Wei Zhang (East China Normal University); Hong Qian (East China Normal University) |
| A Fast and Accurate Block Compression Solution for Spatiotemporal Kernel Density Visualization DOI: https://doi.org/10.1145/3711896.3736821 |
| Yue Zhong (College of Computer Science and Software Engineering, Shenzhen University); Tsz Nam Chan (College of Computer Science and Software Engineering, Shenzhen University); Leong Hou U (Department of Computer and Information Science, University of Macau); Dingming Wu (College of Computer Science and Software Engineering, Shenzhen University); Wei Tu (School of Architecture and Urban Planning, Shenzhen University); Ruisheng Wang (School of Architecture & Urban Planning, Shenzhen University); Joshua Huang (College of Computer Science and Software Engineering, Shenzhen University) |
| A Scalable Pretraining Framework for Link Prediction with Efficient Adaptation DOI: https://doi.org/10.1145/3711896.3736822 |
| Yu Song (Computer Science and Engineering, Michigan State University); Zhigang Hua (Monetization AI, Meta); Harry Shomer (Computer Science and Engineering, Michigan State University); Yan Xie (Monetization AI, Meta); Jingzhe Liu (Computer Science and Engineering, Michigan State University); Bo Long (Monetization AI, Meta); Hui Liu (Computer Science and Engineering, Michigan State University) |
| A Two-Stage Data Selection Framework for Data-Efficient Model Training on Edge Devices DOI: https://doi.org/10.1145/3711896.3736823 |
| Chen Gong (Shanghai Jiao Tong University); Rui Xing (Shanghai Jiao Tong University); Zhenzhe Zheng (Shanghai Jiao Tong University); Fan Wu (Shanghai Jiao Tong University) |
| A Unified Online-Offline Framework for Co-Branding Campaign Recommendations DOI: https://doi.org/10.1145/3711896.3736824 |
| Xiangxiang Dai (The Chinese University of Hong Kong); Xiaowei Sun (Fudan University); Jinhang Zuo (City University of Hong Kong); Xutong Liu (Carnegie Mellon University); John C.S. Lui (The Chinese University of Hong Kong) |
| A Unified Solution to Diverse Heterogeneities in One-Shot Federated Learning DOI: https://doi.org/10.1145/3711896.3736825 |
| Jun Bai (McGill University,Mila-Quebec AI Institute); Yiliao Song (The University of Adelaide); Di Wu (University of Southern Queensland); Atul Sajjanhar (Deakin University); Yong Xiang (Deakin University); Wei Zhou (Monash University); Xiaohui Tao (University of Southern Queensland); Yan Li (University of Southern Queensland); Yue Li (McGill University,Mila-Quebec AI Institute) |
| A/B Test and Online Experiment Under Diminishing Marginal Effects: Regret Minimization and Statistical Inference DOI: https://doi.org/10.1145/3711896.3736826 |
| Jingxu Xu (Industrial Engineering & Operations Research, University of California, Berkeley); Yuhang Wu (Industrial Engineering and Operations Research, University of California, Berkeley); Yingfei Wang (Foster School of Business, University of Washington); Chu Wang (Amazon, Amazon); Zeyu Zheng (Department of Industrial Engineering and Operations Research, Berkeley Artificial Intelligence Research Lab, University of California, Berkeley) |
| Accurate Graph-based Multi-Positive Unlabeled Learning via Disentangled Multi-view Feature Propagation DOI: https://doi.org/10.1145/3711896.3736827 |
| Junghun Kim (IPAI, Seoul National University); Hoyoung Yoon (IPAI, Seoul National University); Ka Hyun Park (Computer Science and Engineering, Seoul National University); U Kang (Computer Science and Engineering, Seoul National University) |
| Adapting Large Vision-Language Models to Visually-Aware Conversational Recommendation DOI: https://doi.org/10.1145/3711896.3736828 |
| Hyunsik Jeon (Computer Science and Engineering, University of California, San Diego); Satoshi Koide (Toyota Motor Corporation); Yu Wang (Computer Science and Engineering, University of California, San Diego); Zhankui He (Google DeepMind); Julian McAuley (University of California, San Diego, University of California, San Diego) |
| Adapting Pretrained Language Models for Citation Classification via Self-Supervised Contrastive Learning DOI: https://doi.org/10.1145/3711896.3736829 |
| Tong Li (Department of Computer Science and Engineering, The Hong Kong University of Science and Technology); Jiachuan Wang (Department of Computer Science and Engineering, The Hong Kong University of Science and Technology); Yongqi Zhang (Thrust of Data Science And Analytics, The Hong Kong University of Science and Technology (Guangzhou)); Shuangyin Li (School of Computer Science, South China Normal University); Lei Chen (Department of Computer Science and Engineering, The Hong Kong University of Science and Technology) |
| Adaptive Conformal Prediction Intervals for Invariant Learning DOI: https://doi.org/10.1145/3711896.3736830 |
| Shuxin Liang (Department of Mathematical and Statistical Sciences, University of Alberta); Yihan Xiao (College of Biomass Science and Engineering, Sichuan University); Linglong Kong (Department of Mathematical and Statistical Sciences, University of Alberta); Wenlu Tang (Department of Mathematical and Statistical Sciences, University of Alberta) |
| Addressing and Visualizing Misalignments in Human Task-Solving Trajectories DOI: https://doi.org/10.1145/3711896.3736831 |
| Sejin Kim (GIST); Hosung Lee (KAIST); Sundong Kim (GIST) |
| Addressing Correlated Latent Exogenous Variables in Debiased Recommender Systems DOI: https://doi.org/10.1145/3711896.3736832 |
| Shuqiang Zhang (Dalhousie University); Yuchao Zhang (Beijing University of Chemical Technology); Jinkun Chen (Dalhousie University); Haochen Sui (University of Michigan) |
| Advancing Graph Foundation Models: A Data-Centric Perspective DOI: https://doi.org/10.1145/3711896.3736833 |
| Yuhan Li (HKUST (GZ)); Yuyao Wang (HKUST (GZ)); Jianheng Tang (HKUST (GZ)); Heng Chang (Huawei Technologies Co., Ltd.); Yuxiang Ren (Nanjing University); Jia Li (HKUST (GZ)) |
| Advancing Molecular Graph-Text Pre-training via Fine-grained Alignment DOI: https://doi.org/10.1145/3711896.3736834 |
| Yibo Li (School of Computer Science, Beijing University of Posts and Telecommunications); Yuan Fang (School of Computing and Information Systems, Singapore Management University); Mengmei Zhang (China Telecom Bestpay); Chuan Shi (Institute of Computing Technology, Beijing University of Post and Telecommunication) |
| Advancing Tool-Augmented Large Language Models via Meta-Verification and Reflection Learning DOI: https://doi.org/10.1145/3711896.3736835 |
| Zhiyuan Ma (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China); Jiayu Liu (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China); Xianzhen Luo (Research Center for Social Computing and Interactive Robotics, Harbin Institute of Techology); Zhenya Huang (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China); Qingfu Zhu (Research Center for Social Computing and Interactive Robotics, Harbin Institute of Technology); Wanxiang Che (Research Center for Social Computing and Interactive Robotics, Harbin Institute of Technology) |
| AffinityTune: A Prompt-Tuning Framework for Few-Shot Anomaly Detection on Graphs DOI: https://doi.org/10.1145/3711896.3736836 |
| Jingyan Chen (School of Computer Science, Nanjing University); Guanghui Zhu (School of Computer Science, Nanjing University); Guansong Pang (School of Computing and Information Systems, Singapore Management University); Chunfeng Yuan (School of Computer Science, Nanjing University); Yihua Huang (School of Computer Science, Nanjing University) |
| AGODE: Adaptive Graph ODE for Grid-free Fluid Modeling and Domain Adaptation DOI: https://doi.org/10.1145/3711896.3736837 |
| Jie Lv (School of Artificial Intelligence, Xidian University,Research Center, Zhejiang Dahua Technology Co.,Ltd.); Shuyuan Yang (School of Artificial Intelligence, Xidian University); Zhixi Feng (School of Artificial Intelligence, Xidian University) |
| AlphaAgent: LLM-Driven Alpha Mining with Regularized Exploration to Counteract Alpha Decay DOI: https://doi.org/10.1145/3711896.3736838 |
| Ziyi Tang (School of Computer Science and Engineering, SUN YAT-SEN UNIVERSITY); Zechuan Chen (SCHOOL OF COMPUTER SCIENCE AND ENGINEERING, Sun Yat-Sen University); Jiarui Yang (School of Computer Science And Engineering, SUN YAT-SEN UNIVERSITY); Jiayao Mai (University of New South Wales); Yongsen Zheng (Nanyang Technological University); Keze Wang (SUN YAT-SEN UNIVERSITY); Jinrui Chen (School of Management and Economics, The Chinese University of Hong Kong); Liang Lin (School of Comuputer Science and Engineering, SUN YAT-SEN UNIVERSITY) |
| Alpine: Partial Unlabeled Graph Alignment DOI: https://doi.org/10.1145/3711896.3736839 |
| Petros Petsinis (Aarhus University); Konstantinos Skitsas (Aarhus University); Sayan Ranu (Indian Institute of Technology Delhi); Davide Mottin (Aarhus University); Panagiotis Karras (University of Copenhagen,Aarhus University) |
| ALSA: Context-Sensitive Prompt Privacy Preservation in Large Language Models DOI: https://doi.org/10.1145/3711896.3736840 |
| Hongru Ma (School of Software, Beihang University); Wenpeng Lu (Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences)); Yanjie Liang (School of Software, Shandong University); Tianyi Wang (School of Computing, National University of Singapore); Qi Zhang (Department of Computer Science and Technology, Tongji University); Yingjie Zhu (School of Computer Science and Technology, Harbin Institute of Technology (Shenzhen)); Jiasheng Si (Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences)) |
| An Efficient White-box LLM Watermarking for IP Protection on Online Market Platforms DOI: https://doi.org/10.1145/3711896.3736841 |
| Shuguang Yuan (State Key Laboratory of Cyberspace Security Defense, Institute of Information Engineering, Chinese Academy of Sciences); Xingyu Su (State Key Laboratory of Cyberspace Security Defense, Institute of Information Engineering, Chinese Academy of Sciences,School of Cyber Security, University of Chinese Academy of Science); Peizhuo Lv (College of Computing and Data Science, Nanyang Technological University); Weiji Xue (State Key Laboratory of Cyberspace Security Defense, Institute of Information Engineering, Chinese Academy of Sciences,School of Cyber Security, University of Chinese Academy of Science); Jing Yu (State Key Laboratory of Cyberspace Security Defense, Institute of Information Engineering, Chinese Academy of Sciences,School of Cyber Security, University of Chinese Academy of Science); Xiaojie Zhu (King Abdullah University of Science and Technology); Chi Chen (State Key Laboratory of Cyberspace Security Defense, Institute of Information Engineering, Chinese Academy of Sciences,School of Cyber Security, University of Chinese Academy of Science) |
| An Optimization Framework for Differentially Private Sparse Fine-Tuning DOI: https://doi.org/10.1145/3711896.3736842 |
| Mehdi Makni (Operations Research Center, Massachusetts Institute of Technology); Kayhan Behdin (LinkedIn); Gabriel Afriat (Operations Research Center, Massachusetts Institute of Technology); Zheng Xu (Google Research, Google); Sergei Vassilvitskii (Research, Google); Natalia Ponomareva (research, Google); Rahul Mazumder (Sloan School of Management, Massachusetts Institute of Technology); Hussein Hazimeh (Google) |
| AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection DOI: https://doi.org/10.1145/3711896.3736843 |
| Hezhe Qiao (School of Computing and Information Systems, Singapore Management University); Chaoxi Niu (Australian Artificial Intelligence Institute, University of Technology Sydney); Ling Chen (Australian Artificial Intelligence Institute, University of Technology Sydney); Guansong Pang (School of Computing and Information Systems, Singapore Management University) |
| Anytime Algorithms for Approximate Functional Dependencies DOI: https://doi.org/10.1145/3711896.3736844 |
| Sanjivni Rana (University of Texas at Arlington); Junya Ogawa (University of Texas at Arlington); Suraj Shetiya (Indian Institute of Technology, Bombay); Senjuti Basu Roy (New Jersey Institute of Technology); Gautam Das (Computer Science and Engineering, University of Texas at Arlington) |
| Are You Using Reliable Graph Prompts? Trojan Prompt Attacks on Graph Neural Networks DOI: https://doi.org/10.1145/3711896.3736845 |
| Minhua Lin (The Pennsylvania State University); Zhiwei Zhang (The Pennsylvania State University); Enyan Dai (Hong Kong University of Science and Technology (Guangzhou)); Zongyu Wu (The Pennsylvania State University); Yilong Wang (The Pennsylvania State University); Xiang Zhang (The Pennsylvania State University); Suhang Wang (The Pennsylvania State University) |
| Are Your Fairness Metrics Accurate? A Semi-Supervised Approach to Improving Fairness Estimates Under Sample Selection Bias DOI: https://doi.org/10.1145/3711896.3736846 |
| M. Clara De Paolis Kaluza (Khoury College of Computer Sciences, Northeastern University); Thulasi Tholeti (Institute for Experiential AI, Northeastern University); Yile Chen (Department of Biomedical Informatics and Medical Education, University of Washington); Ricardo Baeza-Yates (AI Institute, Barcelona Supercomputing Center); Predrag Radivojac (Khoury College of Computer Sciences, Northeastern University); Shantanu Jain (Institute for Experiential AI, Northeastern University) |
| ArnoldiGCL: Graph Contrastive Learning via Learnable Arnoldi-Based Guided Spectral Chebyshev Polynomial Filters DOI: https://doi.org/10.1145/3711896.3736847 |
| Mustafa Coskun (Artificial Intelligence and Data Engineering, Ankara University); Abdelkader Baggag (Qatar Computing Research Institute, Hamad Bin Khalifa University); Mehmet Koyutürk (Dept. of Computer and Data Sciences, Case Western Reserve University) |
| ATOM: A Framework of Detecting Query-Based Model Extraction Attacks for Graph Neural Networks DOI: https://doi.org/10.1145/3711896.3736848 |
| Zhan Cheng (Department of Mathematics, University of Wisconsin – Madison); Bolin Shen (Florida State University); Tianming Sha (Department of Computer Science, Arizona State University); Yuan Gao (Department of Computer Sciences, University of Wisconsin – Madison); Shibo Li (Department of Computer Science, Florida State University); Yushun Dong (CS, Florida State University) |
| AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge Reasoning DOI: https://doi.org/10.1145/3711896.3736849 |
| Amy Xin (Tsinghua University); Jinxin Liu (Tsinghua University); Zijun Yao (Tsinghua University); Zhicheng Lee (Tsinghua University); Shulin Cao (Zhipu AI); Lei Hou (Tsinghua University); Juanzi Li (Tsinghua University) |
| Auto-Bidding in Real-Time Auctions via Oracle Imitation Learning DOI: https://doi.org/10.1145/3711896.3736850 |
| Alberto Silvio Chiappa (EPFL); Briti Gangopadhyay (Sony Group Corporation); Zhao Wang (Sony Group Corporation); Shingo Takamatsu (Sony Group Corporation) |
| Bayesian Optimization for Simultaneous Selection of Machine Learning Algorithms and Hyperparameters on Shared Latent Space DOI: https://doi.org/10.1145/3711896.3736851 |
| Kazuki Ishikawa (Graduate School of Engineering, Nagoya Institute of Technology); Ryota Ozaki (Nagoya Institute of Technology); Yohei Kanzaki (Nagoya Institute of Technology); Ichiro Takeuchi (Nagoya University); Masayuki Karasuyama (Department of Computer Science, Nagoya Institute of Technology) |
| Bayesian Stream Tuner: Dynamic Hyperparameter Optimization for Real-Time Data Streams DOI: https://doi.org/10.1145/3711896.3736852 |
| Nilesh Verma (AI Institute, University of Waikato); Albert Bifet (AI Institute, The University of Waikato); Bernhard Pfahringer (Department of Computer Science, The University of Waikato); Maroua Bahri (Sorbonne Université, CNRS, LIP6) |
| Beyond Advertising: Mechanism Design for Platform-Wide Marketing Service “QuanZhanTui” DOI: https://doi.org/10.1145/3711896.3736853 |
| Ningyuan Li (CFCS, School of CS, Peking University); Zhilin Zhang (Alibaba Group); Tianyan Long (School of EECS, Peking University); Yuyao Liu (Alibaba Group); Rongquan Bai (Alibaba Group); Yurong Chen (Inria, Ecole Normale Supérieure, PSL Research University); Xiaotie Deng (CFCS, School of CS & CMAR, Institute for AI, Peking University); Pengjie Wang (Alibaba Group); Chuan Yu (Alibaba Group); Jian Xu (Alibaba Group); Bo Zheng (Alibaba Group) |
| Beyond Fixed Variables: Expanding-variate Time Series Forecasting via Flat Scheme and Spatio-temporal Focal Learning DOI: https://doi.org/10.1145/3711896.3736854 |
| Minbo Ma (School of Computing and Artificial Intelligence, Southwest Jiaotong University,Faculty of Mathematics and Computer Science, FernUniversität in Hagen); Kai Tang (School of Computing and Artificial Intelligence, Southwest Jiaotong University); Huan Li (Zhejiang University); Fei Teng (School of Computing and Artificial Intelligence, Southwest Jiaotong University,Engineering Research Center of Sustainable Urban Intelligent Transportation, Ministry of Education); Dalin Zhang (Department of Computer Science, Aalborg University); Tianrui Li (School of Computing and Artificial Intelligence, Southwest Jiaotong University,Engineering Research Center of Sustainable Urban Intelligent Transportation, Ministry of Education) |
| Beyond Locations: A Motion Range-Aware Similarity Join DOI: https://doi.org/10.1145/3711896.3736855 |
| Ke Li (University of Electronic Science and Technology of China); Lisi Chen (School of Computer Engineering, University of Electronic Science and Technology of China); Shuo Shang (CS, University of Electronic Science and Technology of China); Christian Jensen (Department of Computer Science, Aalborg University); Panos Kalnis (KAUST) |
| Bi-Modal Learning for Networked Time Series DOI: https://doi.org/10.1145/3711896.3736856 |
| Youngeun Nam (School of Computing, Korea Advanced Institute of Science and Technology); Jihye Na (School of Computing, Korea Advanced Institute of Science & Technology); Susik Yoon (Computer Science and Engineering, Korea University); Hwanjun Song (Industrial and Systems Engineering, Korea Advanced Institute of Science & Technology); Jae-Gil Lee (School of Computing, Korea Advanced Institute of Science and Technology); Byung Suk Lee (University of Vermont) |
| Bias Detection via Maximum Subgroup Discrepancy DOI: https://doi.org/10.1145/3711896.3736857 |
| Jiří Němeček (Czech Technical University in Prague, Faculty of Electrical Engineering); Mark Kozdoba (Technion); Illia Kryvoviaz (Czech Technical University in Prague, Faculty of Electrical Engineering); Tomáš Pevný (Czech Technical University in Prague, Faculty of Electrical Engineering); Jakub Mareček (Czech Technical University in Prague, Faculty of Electrical Engineering) |
| Bidirectional Diffusion Bridge Models DOI: https://doi.org/10.1145/3711896.3736858 |
| Duc Kieu (Applied Artificial Intelligence Initiative, Deakin University); Kien Do (Applied Artificial Intelligence Initiative, Deakin University); Toan Nguyen (Applied Artificial Intelligence Initiative, Deakin University); Dang Nguyen (Applied Artificial Intelligence Initiative, Deakin University); Thin Nguyen (Applied Artificial Intelligence Initiative, Deakin University) |
| BiQAP: Neural Bi-level Optimization-based Framework for Solving Quadratic Assignment Problems DOI: https://doi.org/10.1145/3711896.3736859 |
| Liangliang Shi (Shanghai Institute for Mathematics and Interdisciplinary Sciences); Haoran Zhang (Shanghai Jiao Tong University); Shuheng Shen (Ant Group); Changhua Meng (Ant Group); Weiqiang Wang (Ant Group); Junchi Yan (School of Artificial Intelligence, Shanghai Jiao Tong University) |
| BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models DOI: https://doi.org/10.1145/3711896.3736860 |
| Zezhi Shao (Institute of Computing Technology, Chinese Academy of Sciences,State Key Laboratory of AI Safety); Yujie Li (Institute of Computing Technology, Chinese Academy of Sciences,State Key Laboratory of AI Safety); Fei Wang (Institute of Computing Technology, Chinese Academy of Sciences,State Key Laboratory of AI Safety); Chengqing Yu (Institute of Computing Technology, Chinese Academy of Sciences,State Key Laboratory of AI Safety); Yisong Fu (Institute of Computing Technology, Chinese Academy of Sciences,State Key Laboratory of AI Safety); Tangwen Qian (Institute of Computing Technology, Chinese Academy of Sciences,State Key Laboratory of AI Safety); Bin Xu (Institute of Computing Technology, Chinese Academy of Sciences,State Key Laboratory of AI Safety); Boyu Diao (Institute of Computing Technology, Chinese Academy of Sciences.,State Key Laboratory of AI Safety); Yongjun Xu (Institute of Computing Technology, Chinese Academy of Sciences,State Key Laboratory of AI Safety); Xueqi Cheng (Institute of Computing Technology, Chinese Academy,State Key Laboratory of AI Safety) |
| Blurred Encoding for Trajectory Representation Learning DOI: https://doi.org/10.1145/3711896.3736861 |
| Silin Zhou (University of Electronic Science and Technology of China); Yao Chen (National University of Singapore); Shuo Shang (University of Electronic Science and Technology of China); Lisi Chen (University of Electronic Science and Technology of China); Bingsheng He (National University of Singapore); Ryosuke Shibasaki (LocationMind Inc.) |
| Boosting Bot Detection via Heterophily-Aware Representation Learning and Prototype-Guided Cluster Discovery DOI: https://doi.org/10.1145/3711896.3736862 |
| Buyun He (University of Science and Technology of China); Xiaorui Jiang (University of Science and Technology of China); Qi Wu (University of Science and Technology of China); Hao Liu (University of Science and Technology of China); Yingguang Yang (University of Science and Technology of China); Yong Liao (University of Science and Technology of China) |
| Boosting Deep Vector Quantization with Progressive Distribution Transformation DOI: https://doi.org/10.1145/3711896.3736863 |
| Weikang Wang (Intelligent Computing Infrastructure Lab, Lenovo Research); Xin Zhou (Intelligent Computing Infrastructure Lab, Lenovo Research); Jun Liu (Intelligent Computing Infrastructure Lab, Lenovo Research); Weifeng Zhang (Intelligent Computing Infrastructure Lab, Lenovo Research); Huan Yan (Intelligent Computing Infrastructure Lab, Lenovo Research) |
| Boosting E-commerce Content Diversity: A Graph-based RAG Approach with User Reviews DOI: https://doi.org/10.1145/3711896.3736864 |
| Jiaxi Yang (College of Information Sciences and Technology, Pennsylvania State University); Yiling Jia (DeepMind, Google); Carl Yang (Department of Computer Science, Emory University); Yi Liang (DeepMind, Google); Lu Lin (College of Information Sciences and Technology, Pennsylvania State University) |
| Breaking the Bottleneck: User-Specific Optimization and Real-Time Inference Integration for Sequential Recommendation DOI: https://doi.org/10.1145/3711896.3736865 |
| Wenjia Xie (University of Science and Technology of China, State Key Laboratory of Cognitive Intelligence); Hao Wang (University of Science and Technology of China, State Key Laboratory of Cognitive Intelligence); Minghao Fang (University of Science and Technology of China, State Key Laboratory of Cognitive Intelligence); ruize yu (University of Science and Technology of China, State Key Laboratory of Cognitive Intelligence); Wei Guo (Huawei Noah’s Ark Lab); Yong Liu (Huawei Noah’s Ark Lab); Defu Lian (University of Science and Technology of China, State Key Laboratory of Cognitive Intelligence); Enhong Chen (University of Science and Technology of China, State Key Laboratory of Cognitive Intelligence) |
| Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems DOI: https://doi.org/10.1145/3711896.3736866 |
| Weiqin Yang (Zhejiang University); Jiawei Chen (Zhejiang University); Shengjia Zhang (Zhejiang University); Peng Wu (Beijing Technology and Business University); Yuegang Sun (Intelligence Indeed); Yan Feng (Zhejiang University); Chun Chen (Zhejiang University); Can Wang (Zhejiang University) |
| Breeding-aware Revenue Maximization for NFT Viral Marketing on Social Networks DOI: https://doi.org/10.1145/3711896.3736867 |
| Ya-Wen Teng (Institute of Information Science, Academia Sinica); De-Nian Yang (Institute of Information Science, Academia Sinica); Yishuo Shi (Statistics and Information Science, Wenzhou University); Guang-Siang Lee (Research Center for Information Technology Innovation, Academia Sinica); Wang-Chien Lee (Computer Science and Engineering, The Pennsylvania State University); Philip S. Yu (Computer Science, The University of Illinois Chicago); Ming-syan Chen (Electrical Engineering, National Taiwan University) |
| Breiman meets Bellman: Non-Greedy Decision Trees with MDPs DOI: https://doi.org/10.1145/3711896.3736868 |
| Hector Kohler (UMR 9189 – CRIStAL, Université de Lille,CNRS, Inria, Centrale Lille); Riad Akrour (UMR 9189 – CRIStAL, Université de Lille,Inria, CNRS, Centrale Lille); Philippe Preux (UMR 9189 – CRIStAL, Université de Lille,CNRS, Inria, Centrale Lille) |
| Bridging Textual-Collaborative Gap through Semantic Codes for Sequential Recommendation DOI: https://doi.org/10.1145/3711896.3736869 |
| Enze Liu (Gaoling School of Artificial Intelligence, Renmin University of China); Bowen Zheng (Gaoling School of Artificial Intelligence, Renmin University of China); Wayne Xin Zhao (Gaoling School of Artificial Intelligence, Renmin University of China); Ji-Rong Wen (Gaoling School of Artificial Intelligence, Renmin University of China) |
| Bypassing Skip-Gram Negative Sampling: Dimension Regularization as a More Efficient Alternative for Graph Embeddings DOI: https://doi.org/10.1145/3711896.3736870 |
| David Liu (Khoury College of Computer Sciences, Northeastern University); Arjun Seshadri (AWS, Amazon); Tina Eliassi-Rad (Khoury College of Computer Sciences & Network Science Institute, Northeastern University); Johan Ugander (Management Science & Engineering, Stanford University) |
| Calibrating Pre-trained Language Classifiers on LLM-generated Noisy Labels via Iterative Refinement DOI: https://doi.org/10.1145/3711896.3736871 |
| Liqin Ye (School of Computational Science & Engineering, Georgia Institute of Technology); Agam Shah (School of Computational Science & Engineering, Georgia Institute of Technology); Chao Zhang (School of Computational Science & Engineering, Georgia Institute of Technology); Sudheer Chava (Scheller College of Business, Georgia Institute of Technology) |
| CAMEF: Causal-Augmented Multi-Modality Event-Driven Financial Forecasting by Integrating Time Series Patterns and Salient Macroeconomic Announcements DOI: https://doi.org/10.1145/3711896.3736872 |
| Yang Zhang (Southwestern University of Finance and Economics); Wenbo Yang (Southwestern University of Finance and Economics); Jun Wang (Southwestern University of Finance and Economics); Qiang Ma (Kyoto Institute of Technology); Jie Xiong (Southwestern University of Finance and Economics) |
| Causal-aware Graph Neural Architecture Search under Distribution Shifts DOI: https://doi.org/10.1145/3711896.3736873 |
| Peiwen Li (Shenzhen International Graduate School, Tsinghua University); Xin Wang (Department of Computer Science and Technology, Beijing National Research Center for Information Science and Technology, Tsinghua University); Zeyang Zhang (Department of Computer Science and Technology, Tsinghua University); Ziwei Zhang (Department of Computer Science and Technology, Tsinghua University); Fang Shen (Alibaba Cloud); Jialong Wang (Alibaba Cloud); Yang Li (Shenzhen International Graduate School, Tsinghua University); Wenwu Zhu (Department of Computer Science and Technology, Beijing National Research Center for Information Science and Technology, Tsinghua University) |
| Causal Discovery through Synergizing Large Language Model and Data-Driven Reasoning DOI: https://doi.org/10.1145/3711896.3736874 |
| Huaming Du (Southwestern University of Finance and Economics); Yujia Zheng (Carnegie Mellon University); Baoyu Jing (University of Illinois, Urbana Champaign); Yu Zhao (Southwest University of Finance and Economics); Gang Kou (Southwest University of Finance and Economics); Guisong Liu (Southwest University of Finance and Economics); Tao Gu (Southwest University of Finance and Economics); Weimin Li (West China Hospital); Carl Yang (Department of Computer Science, Emory University) |
| CausalGeD: Blending Causality and Diffusion for Spatial Gene Expression Generation DOI: https://doi.org/10.1145/3711896.3736875 |
| Rabeya Tus Sadia (Department of Computer Science, University of Kentucky); Md Atik Ahamed (Department of Computer Science, University of Kentucky); Qiang Cheng (Department of Computer Science, Department of Internal Medicine, Institute for Biomedical Informatics, University of Kentucky) |
| CellCLAT: Preserving Topology and Trimming Redundancy in Self-Supervised Cellular Contrastive Learning DOI: https://doi.org/10.1145/3711896.3736876 |
| Bin Qin (Institute of Software, Chinese Academy of Sciences,University of Chinese Academy of Sciences); Qirui Ji (Institute of Software, Chinese Academy of Sciences,University of Chinese Academy of Sciences); Jiangmeng Li (Institute of Software, Chinese Academy of Sciences,University of Chinese Academy of Sciences); Yupeng Wang (Institute of Software, Chinese Academy of Sciences); Xuesong Wu (Institute of Software, Chinese Academy of Sciences); Jianwen Cao (Institute of Software, Chinese Academy of Sciences,University of Chinese Academy of Sciences); Fanjiang Xu (Institute of Software, Chinese Academy of Sciences,University of Chinese Academy of Sciences) |
| Chi-Square Wavelet Graph Neural Networks for Heterogeneous Graph Anomaly Detection DOI: https://doi.org/10.1145/3711896.3736877 |
| Xiping Li (The Chinese University of Hong Kong); Xiangyu Dong (The Chinese University of Hong Kong); Xingyi Zhang (Mohamed bin Zayed University of Artificial Intelligence); Kun Xie (The Chinese University of Hong Kong); Yuanhao Feng (Tencent, WeChat Pay); Bo Wang (Tencent, WeChat Pay); Guilin Li (Tencent, WeChat Pay); Wuxiong Zeng (Tencent, WeChat Pay); Xiujun Shu (Tencent, WeChat Pay); Sibo Wang (The Chinese University of Hong Kong) |
| CityGPT: Empowering Urban Spatial Cognition of Large Language Models DOI: https://doi.org/10.1145/3711896.3736878 |
| Jie Feng (Department of Electronic Engineering, BNRist, Tsinghua University); Tianhui Liu (School of Electronic and Information Engineering, Beijing Jiaotong University); Yuwei Du (Department of Electronic Engineering, BNRist, Tsinghua University); Siqi Guo (Department of Electronic Engineering, Tsinghua University); Yuming Lin (Department of Urban Planning, Tsinghua University); Yong Li (Department of Electronic Engineering, BNRist, Tsinghua University) |
| CLaDMoP: Learning Transferrable Models from Successful Clinical Trials via LLMs DOI: https://doi.org/10.1145/3711896.3736879 |
| Yiqing Zhang (Worcester Polytechnic Institute); Xiaozhong Liu (Worcester Polytechnic Institute); Fabricio Murai (Worcester Polytechnic Institute) |
| CLID-MU: Cross-Layer Information Divergence Based Meta Update Strategy for Learning with Noisy Labels DOI: https://doi.org/10.1145/3711896.3736880 |
| Ruofan Hu (Data Science, Worcester Polytechnic Institute); Dongyu Zhang (AML, ByteDance Inc.); Huayi Zhang (AML, ByteDance Inc.); Elke Rundensteiner (Data Science, Worcester Polytechnic Institute) |
| CMA: A Unified Contextual Meta-Adaptation Methodology for Time-Series Denoising and Prediction DOI: https://doi.org/10.1145/3711896.3736881 |
| Haiqi Jiang (School of Artificial Intelligence, South China Normal University); Ying Ding (International Business School, South China Normal University); Chenjie Pan (School of Artificial Intelligence, South China Normal University); Aimin Huang (Board of Directors, Hangzhou Rose Technology Co., Ltd); Rui Chen (International Business College, South China Normal University); Chenyou Fan (School of Artificial Intelligence, South China Normal University) |
| Co-Evolution of Large Language Models and Configuration Strategies to Enhance Surrogate-Assisted Evolutionary Algorithm DOI: https://doi.org/10.1145/3711896.3736882 |
| Lindong Xie (Department of Electrical and Electronic Engineering, The Hong Kong Polytechnic University); Yang Zhang (Department of Electrical and Electronic Engineering, The Hong Kong Polytechnic University); Zhixian Tang (Department of Electrical and Electronic Engineering, The Hong Kong Polytechnic University); Edward Chung (Department of Electrical and Electronic Engineering, The Hong Kong Polytechnic University); Genghui Li (College of Computer Science and Software Engineering, Shenzhen University); Zhenkun Wang (School of Automation and Intelligent Manufacturing, Southern University of Science and Technology) |
| CODA: Temporal Domain Generalization via Concept Drift Simulator DOI: https://doi.org/10.1145/3711896.3736883 |
| Chia-Yuan Chang (Texas A&M University); Yu-Neng Chuang (Rice University); Zhimeng Jiang (Texas A&M University); Kwei-Herng Lai (Rice University); Anxiao Jiang (Texas A&M University); Na Zou (University of Houston) |
| Cognify: Supercharging Gen-AI Workflows With Hierarchical Autotuning DOI: https://doi.org/10.1145/3711896.3736884 |
| Zijian He (University of California, San Diego); Reyna Abhyankar (University of California, San Diego); Vikranth Srivatsa (University of California, San Diego); Yiying Zhang (University of California, San Diego,GenseeAI Inc.) |
| Collaborative Filtering Meets Spectrum Shift: Connecting User-Item Interaction with Graph-Structured Side Information DOI: https://doi.org/10.1145/3711896.3736885 |
| Yunhang He (East China Normal University); Cong Xu (East China Normal University); Jun Wang (East China Normal University); Wei Zhang (East China Normal University,Shanghai Innovation Institute) |
| Combining Denoised Neural Network and Genetic Symbolic Regression for Memory Behavior Modeling via Dynamic Asynchronous Optimization DOI: https://doi.org/10.1145/3711896.3736886 |
| Jianwen Sun (Faculty of Artificial Intelligence in Education, Central China Normal University); Qirong Chen (Faculty of Artificial Intelligence in Education, Central China Normal University); Zhenya Huang (School of Computer Science and Technology, University of Science and Technology of China); Zhihai Hu (Faculty of Artificial Intelligence in Education, Central China Normal University); Ruxia Liang (School of Computer Science, Central China Normal University); Xiaoxuan Shen (Faculty of Artificial Intelligence in Education, Central China Normal University) |
| CompilerDream: Learning a Compiler World Model for General Code Optimization DOI: https://doi.org/10.1145/3711896.3736887 |
| Chaoyi Deng (School of Software, BNRist, Tsinghua University); Jialong Wu (School of Software, BNRist, Tsinghua University); Ningya Feng (School of Software, BNRist, Tsinghua University); Jianmin Wang (School of Software, BNRist, Tsinghua University); Mingsheng Long (School of Software, BNRist, Tsinghua University) |
| CompressGNN: Accelerating Graph Neural Network Training via Hierarchical Compression DOI: https://doi.org/10.1145/3711896.3736888 |
| Zheng Chen (Tsinghua University,Renmin University of China); Feng Zhang (Renmin University of China); Yifei Xia (Peking University); Wentao Zhang (Peking University); Xiaowei Zhu (Tsinghua University); Wenguang Chen (Tsinghua University); Xiaoyong Du (Renmin University of China) |
| Compressive Meta-Learning DOI: https://doi.org/10.1145/3711896.3736889 |
| Daniel Mas Montserrat (Stanford University); David Bonet (University of California, Santa Cruz); Maria Perera (Polytechnic University of Catalonia); Xavier Giró-i-Nieto (Polytechnic University of Catalonia); Alexander Ioannidis (University of California, Santa Cruz) |
| Context Pooling: Query-specific Graph Pooling for Generic Inductive Link Prediction in Knowledge Graphs DOI: https://doi.org/10.1145/3711896.3736890 |
| Zhixiang Su (College of Computing and Data Science, Nanyang Technological University); Di Wang (College of Computing and Data Science, Nanyang Technological University); Chunyan Miao (College of Computing and Data Science, Nanyang Technological University) |
| Continuous Optimization for Feature Selection with Permutation-Invariant Embedding and Policy-Guided Search DOI: https://doi.org/10.1145/3711896.3736891 |
| Rui Liu (University of Kansas); Rui Xie (University of Central Florida); Zijun Yao (University of Kansas); Yanjie Fu (Arizona State University); Dongjie Wang (University of Kansas) |
| Contrastive Graph Condensation: Advancing Data Versatility through Self-Supervised Learning DOI: https://doi.org/10.1145/3711896.3736892 |
| Xinyi Gao (The University of Queensland); Yayong Li (The University of Queensland); Tong Chen (The University of Queensland); Guanhua Ye (Beijing University of Posts and Telecommunications); Wentao Zhang (Peking University); Hongzhi Yin (The University of Queensland) |
| Contrastive Text-enhanced Transformer for Cross-Domain Sequential Recommendation DOI: https://doi.org/10.1145/3711896.3736893 |
| Donglin Zhou (College of Computer Science and Software Engineering, Shenzhen University); Xinbei Cai (College of Computer Science and Software Engineering, Shenzhen University); Weike Pan (College of Computer Science and Software Engineering, Shenzhen University) |
| Cooled-KLL: Enhancing Quantile Estimation by Filtering Hot Item DOI: https://doi.org/10.1145/3711896.3736894 |
| Qilong Shi (Department of Computer Science and Technology, Tsinghua University); Wei Zhou (Electrical and Computer Engineering, University of Southern California); Yizhuo Zheng (School of Mathmatics Science, Peking University); Xinye Xu (School of Electronic Engineering and Computer Science, Peking University); Ting Yang (School of Information and Communication Engineering, Beijing University of Posts and Telecommunications); Yuanyuan Zhang (Research department, Zhongguancun Laboratory); Long Yao (Zhongguancun Laboratory); Yangyang Wang (Institute for Network Sciences and Cyberspace, Tsinghua University); Mingwei Xu (Computer Science and Technology, Tsinghua University) |
| Counterfactual Fairness Through Transforming Data Orthogonal to Bias DOI: https://doi.org/10.1145/3711896.3736895 |
| Shuyi Chen (Heinz College of Information Systems and Public Policy, Carnegie Mellon University); Shixiang Zhu (Heinz College of Information Systems and Public Policy, Carnegie Mellon University) |
| CovDocker: Benchmarking Covalent Drug Design with Tasks, Datasets, and Solutions DOI: https://doi.org/10.1145/3711896.3736896 |
| Yangzhe Peng (Huazhong University of Science and Technology); Kaiyuan Gao (Huazhong University of Science and Technology); Liang He (Microsoft Research AI for Science); Yuheng Cong (Huazhong University of Science and Technology); Haiguang Liu (Microsoft Research AI for Science); Kun He (Huazhong University of Sceince and Technology); Lijun Wu (Shanghai Artificial Intelligence Laboratory) |
| Cross-Platform Online Team Formation in Spatial Crowdsourcing DOI: https://doi.org/10.1145/3711896.3736897 |
| Xiaoxi Cui (Beijing Institute of Technology); Yurong Cheng (Beijing Institute of Technology); Xiangmin Zhou (Royal Melbourne Institute of Technology); Yongjiao Sun (Northeastern University) |
| Cross-Validation for Longitudinal Datasets with Unstable Correlations DOI: https://doi.org/10.1145/3711896.3736898 |
| Meera Krishnamoorthy (Computer Science and Engineering, University of Michigan – Ann Arbor); Michael Sjoding (Internal Medicine, University of Michigan – Ann Arbor); Jenna Wiens (Computer Science and Engineering, University of Michigan Ann Arbor) |
| CrossLinear: Plug-and-Play Cross-Correlation Embedding for Time Series Forecasting with Exogenous Variables DOI: https://doi.org/10.1145/3711896.3736899 |
| Pengfei Zhou (University of Science and Technology of China); Yunlong Liu (University of Science and Technology of China); Junli Liang (University of Science and Technology of China); Qi Song (University of Science and Technology of China,Deqing Alpha Innovation Institute); Xiangyang Li (University of Science and Technology of China,Deqing Alpha Innovation Institute) |
| CryptoMixer: Fine-grained market information-aware MLP Networks for Individual Cryptocurrency Trading Prediction DOI: https://doi.org/10.1145/3711896.3736900 |
| Tingsheng Feng (School of Management, Xi’an Jiaotong University); Zhihao Shen (School of Cyber Science and Engineering, Xi’an Jiaotong University); Xi Zhao (School of Management, Xi’an Jiaotong University); Xiaoni Lu (Shool of Management, Xi’an Jiaotong University); Yuyang Zhou (School of Mathematics and Statistics, Xi’an Jiaotong University) |
| Cuff-KT: Tackling Learners’ Real-time Learning Pattern Adjustment via Tuning-Free Knowledge State Guided Model Updating DOI: https://doi.org/10.1145/3711896.3736901 |
| Yiyun Zhou (Zhejiang University); Zheqi Lv (Zhejiang University); Shengyu Zhang (Zhejiang University); Jingyuan Chen (Zhejiang University) |
| DarkDistill: Difficulty-Aligned Federated Early-Exit Network Training on Heterogeneous Devices DOI: https://doi.org/10.1145/3711896.3736902 |
| Lehao Qu (SKLCCSE Lab, Beihang University); Shuyuan Li (Department of Data Science, City University of Hong Kong); Zimu Zhou (Department of Data Science, City University of Hong Kong); Boyi Liu (SKLCCSE Lab, Beihang University, City University of Hong Kong); Yi Xu (SKLCCSE Lab, Institute of Artificial Intelligence, Beihang University); Yongxin Tong (SKLCCSE Lab, Beihang University) |
| Data Watermarking for Sequential Recommender Systems DOI: https://doi.org/10.1145/3711896.3736903 |
| Sixiao Zhang (Nanyang Technological University); Cheng Long (Nanyang Technological University); Wei Yuan (The University of Queensland); Hongxu Chen (The University of Queensland); Hongzhi Yin (The University of Queensland) |
| Decoupling Spatio-Temporal Prediction: When Lightweight Large Models Meet Adaptive Hypergraphs DOI: https://doi.org/10.1145/3711896.3736904 |
| Jiawen Chen (School of Mathematics, Southeast University); Qi Shao (School of Mathematics, Southeast University); Duxin Chen (School of Mathematics, Southeast University); Wenwu Yu (School of Mathematics, Southeast University) |
| Depth-Adaptive Graph Neural Networks via Learnable Bakry-Émery Curvature DOI: https://doi.org/10.1145/3711896.3736905 |
| Asela Hevapathige (School of Computing, Australian National University); Ahad N. Zehmakan (School of Computing, Australian National University); Qing Wang (School of Computing, Australian National University) |
| Detecting Interference using Dyadic Data in Online Controlled Experiments DOI: https://doi.org/10.1145/3711896.3736906 |
| Yilin Li (Tencent); Lu Deng (Tencent); Yong Wang (Tencent) |
| Difference-in-Differences Subset Scan DOI: https://doi.org/10.1145/3711896.3736907 |
| Will Stamey (IT, Analytics and Operations, University of Notre Dame); Sriram Somanchi (IT, Analytics, and Operations, University of Notre Dame); Edward McFowland III (Technology and Operations Management, Harvard University) |
| Diffmv: A Unified Diffusion Framework for Healthcare Predictions with Random Missing Views and View Laziness DOI: https://doi.org/10.1145/3711896.3736908 |
| Chuang Zhao (The Hong Kong University of Science and Technology); Hui Tang (The Hong Kong University of Science and Technology); Hongke Zhao (College of Management and Economics & Laboratory of Computation and Analytics of Complex Management Systems (CACMS), Tianjin University,ai-deepcube.com); Xiaomeng Li (The Hong Kong University of Science and Technology) |
| Diffusion-Guided Diversity for Single Domain Generalization in Time Series Classification DOI: https://doi.org/10.1145/3711896.3736909 |
| Junru Zhang (Computer Science and Technology, Zhejiang University); Lang Feng (College of Computing and Data Science, Nanyang Technological University); Xu Guo (Department of Intelligent Systems, KTH Royal Institute of Technology); Han Yu (College of Computing and Data Science, Nanyang Technological University); Yabo Dong (Computer Science and Technology, Zhejiang University); Duanqing Xu (Computer Science and Technology, Zhejiang University) |
| Diffusion-Scheduled Denoising Autoencoders for Anomaly Detection in Tabular Data DOI: https://doi.org/10.1145/3711896.3736910 |
| Timur Sattarov (School of Computer Science, University of St. Gallen,Research Data and Service Centre, Deutsche Bundesbank); Marco Schreyer (AI-DA Group, Swiss Federal Audit Office (SFAO),Big Data Group, International Computer Science Institute); Damian Borth (School of Computer Science, University of St. Gallen) |
| DiSa: Directional Saliency-Aware Prompt Learning for Generalizable Vision-Language Models DOI: https://doi.org/10.1145/3711896.3736911 |
| Niloufar Alipour Talemi (Clemson University); Hossein Kashiani (Clemson University); Hossein R. Nowdeh (Clemson University); Fatemeh Afghah (Clemson University) |
| Discrepancy-Aware Graph Mask Auto-Encoder DOI: https://doi.org/10.1145/3711896.3736912 |
| Ziyu Zheng (School of Computer Science and Technology, Xidian University); Yaming Yang (School of Computer Science and Technology, Xidian University); Ziyu Guan (School of Computer Science and Technology, Xidian University); Wei Zhao (School of Computer Science and Technology, Xidian University); Weigang Lu (School of Computer Science and Technology, Xidian University) |
| Divergent Paths: Separating Homophilic and Heterophilic Learning for Enhanced Graph-level Representations DOI: https://doi.org/10.1145/3711896.3736913 |
| Han Lei (College of Computing and Data Science, Nanyang Technological University); Jiaxing Xu (College of Computing and Data Science, Nanyang Technological University); Xia Dong (College of Computing and Data Science, Nanyang Technological University); Yiping Ke (College of Computing and Data Science, Nanyang Technological University) |
| Does Vector Quantization Fail in Spatio-Temporal Forecasting? Exploring a Differentiable Sparse Soft-Vector Quantization Approach DOI: https://doi.org/10.1145/3711896.3736914 |
| Chao Chen (Central South University); Tian Zhou (Damo Academy, Alibaba Group); Yanjun Zhao (Damo Academy, Alibaba Group); Hui Liu (Central South University); Liang Sun (Damo Academy, Alibaba Group); Rong Jin (Damo Academy, Alibaba Group) |
| Dual-Head Knowledge Distillation: Enhancing Logits Utilization with an Auxiliary Head DOI: https://doi.org/10.1145/3711896.3736915 |
| Penghui Yang (Nanyang Technological University); Chen-Chen Zong (Nanjing University of Aeronautics and Astronautics); Sheng-Jun Huang (Nanjing University of Aeronautics and Astronautics); Lei Feng (Southeast University); Bo An (Nanyang Technological University) |
| Dual Structure-guided Contrastive Network for Incomplete Multi-view Partial Multi-label Classification DOI: https://doi.org/10.1145/3711896.3736916 |
| Kaixin Xu (School of Software Technology, Zhejiang University); Yangyang Wu (School of Software Technology, Zhejiang University); Shijun Wu (Statistics, Hangzhou Dianzi University); Xiaoye Miao (Center for Data Science, Zhejiang University); Guoqing Chao (Department of Software Engineering, Harbin Institute of Technology); Mengying Zhu (School of Software Technology, Zhejiang University); Meng Xi (School of Software Technology, Zhejiang University); Xinkui Zhao (School of Software Technology, Zhejiang University) |
| Dynamic Learnware Filtering for Efficient Learnware Identification and System Slimming DOI: https://doi.org/10.1145/3711896.3736917 |
| Jian-Dong Liu (National Key Laboratory for Novel Software Technology, Nanjing University,School of Artificial Intelligence, Nanjing University); Zhi-Hao Tan (National Key Laboratory for Novel Software Technology, Nanjing University,School of Artificial Intelligence, Nanjing University); Zhi-Hua Zhou (National Key Laboratory for Novel Software Technology, Nanjing University,School of Artificial Intelligence, Nanjing University) |
| Dynamic Structural Clustering Unleashed: Flexible Similarities, Versatile Updates and for All Parameters DOI: https://doi.org/10.1145/3711896.3736918 |
| Zhuowei Zhao (CIS, The University of Melbourne); Junhao Gan (School of Computing and Information Systems, The University of Melbourne); Boyu Ruan (Computer Science and Engineering, The Hong Kong University of Science and Technology); Zhifeng Bao (Computing, RMIT University); Jianzhong Qi (School of Computing and Information Systems, The University of Melbourne); Sibo Wang (Department of Systems Engineering and Engineering Management, The Chinese University of Hong Kong) |
| EARN: Efficient Inference Acceleration for LLM-based Generative Recommendation by Register Tokens DOI: https://doi.org/10.1145/3711896.3736919 |
| Chaoqun Yang (Tsinghua University); Xinyu Lin (National University of Singapore); Wenjie Wang (University of Science and Technology of China); Yongqi Li (Hong Kong Polytechnic University); Teng Sun (Shandong University); Xianjing Han (National University of Singapore); Tat-Seng Chua (National University of Singapore) |
| Efficient Algorithms for Relevant Quantities of Friedkin-Johnsen Opinion Dynamics Model DOI: https://doi.org/10.1145/3711896.3736920 |
| Gengyu Wang (Computation and Artificial Intelligence Innovative College, Fudan University); Runze Zhang (Computation and Artificial Intelligence Innovative College, Fudan University); Zhongzhi Zhang (Computation and Artificial Intelligence Innovative College, Fudan University) |
| Efficient Bitruss Decomposition without Butterfly Enumeration DOI: https://doi.org/10.1145/3711896.3736921 |
| Fengnian Lin (School of Computing and Information Systems, The University of Melbourne); Boyu Ruan (Computer Science and Engineering , The Hong Kong University of Science and Technology); Junhao Gan (School of Computing and Information Systems, The University of Melbourne); Lei Li (DSA, The Hong Kong University of Science and Technology (Guangzhou)) |
| Efficient End-to-end Language Model Fine-tuning on Graphs DOI: https://doi.org/10.1145/3711896.3736922 |
| Rui Xue (Electrical and Computer Engineering, North Carolina State University); Xipeng Shen (North Carolina State University); Ruozhou Yu (North Carolina State University); Xiaorui Liu (North Carolina State University) |
| Efficient Heuristics Generation for Solving Combinatorial Optimization Problems Using Large Language Models DOI: https://doi.org/10.1145/3711896.3736923 |
| Xuan Wu (College of Computer Science and Technology, Jilin University); Di Wang (LILY Research Centre, Nanyang Technological University); Chunguo Wu (Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University); Lijie Wen (School of Software, Tsinghua University); Chunyan Miao (LILY Research Centre, Nanyang Technological University); Yubin Xiao (College of Computer Science and Technology, Jilin University); You Zhou (College of Software, Jilin University) |
| Efficient Identity and Position Graph Embedding via Spectral-Based Random Feature Aggregation DOI: https://doi.org/10.1145/3711896.3736924 |
| Meng Qin (Department of Strategic & Advanced Interdisciplinary Research, Pengcheng Laboratory); Jiahong Liu (The Chinese University of Hong Kong); Irwin King (The Chinese University of Hong Kong) |
| Efficient Sphere-Effect Based Information Diffusion Prediction on Large-scale Social Networks DOI: https://doi.org/10.1145/3711896.3736925 |
| Zihan Feng (Tianjin University); Yajun Yang (Tianjin University); Xin Huang (Hong Kong Baptist University); Hong Gao (Zhejiang Normal University); Liping Jing (Beijing Jiaotong University); Qinghua Hu (Tianjin University) |
| A Neuro-Symbolic Approach to Symbol Grounding for ALC-Ontologies DOI: https://doi.org/10.1145/3711896.3736926 |
| Xuan Wu (National Key Laboratory for Novel Software Technology, Nanjing University,School of Artificial Intelligence, Nanjing University); Yizheng Zhao (National Key Laboratory for Novel Software Technology, Nanjing University,School of Artificial Intelligence, Nanjing University) |
| Embed Progressive Implicit Preference in Unified Space for Deep Collaborative Filtering DOI: https://doi.org/10.1145/3711896.3736927 |
| Zhongjin Zhang (Central South University); Yu Liang (Central South University); Cong Fu (Shopee Pte. Ltd); Yuxuan Zhu (Shopee Pte. Ltd); Kun Wang (Shopee Pte. Ltd); Yabo Ni (Nanyang Technological University); Anxiang Zeng (SCSE, Nanyang Technological University); Jiazhi Xia (Central South University) |
| Empirical Bayes Selection for Value Maximization DOI: https://doi.org/10.1145/3711896.3736928 |
| Dominic Coey (Central Applied Science, Meta); Kenneth Hung (Central Applied Science, Meta) |
| Empowering Economic Simulation for Massively Multiplayer Online Games through Generative Agent-Based Modeling DOI: https://doi.org/10.1145/3711896.3736929 |
| Bihan Xu (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China); Shiwei Zhao (NetEase Fuxi AI Lab); Runze Wu (NetEase Fuxi AI Lab); Zhenya Huang (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China,Institute of Artificial Intelligence, Hefei Comprehensive National Science Centerce); Jiawei Wang (Hangzhou Institute for Advanced Study, University of the Chinese Academy of Sciences); Zhipeng Hu (NetEase Fuxi AI Lab); Kai Wang (NetEase Fuxi AI Lab); Haoyu Liu (NetEase Fuxi AI Lab); Tangjie Lv (NetEase Fuxi AI Lab); Le Li (NetEase Fuxi AI Lab); Changjie Fan (NetEase Fuxi AI Lab); Xin Tong (National University of Singapore); Jiangze Han (University of British Columbia) |
| Empowering Graph-based Approximate Nearest Neighbor Search with Adaptive Awareness Capabilities DOI: https://doi.org/10.1145/3711896.3736930 |
| Jiancheng Ruan (Zhejiang University); Tingyang Chen (Zhejiang University); Renchi Yang (Hong Kong Baptist University); Xiangyu Ke (Zhejiang University,Zhejiang Key Laboratory of Big Data Intelligent Computing); Yunjun Gao (Zhejiang University,Zhejiang Key Laboratory of Big Data Intelligent Computing) |
| Energy-Based Models for Predicting Mutational Effects on Proteins DOI: https://doi.org/10.1145/3711896.3736931 |
| Patrick Soga (Computer Science, University of Virginia); Zhenyu Lei (Electrical and Computer Engineering, University of Virginia); Yinhan He (Electrical and Computer Engineering, University of Virginia); Camille L. Bilodeau (Chemical Engineering, University of Virginia); Jundong Li (Electrical and Computer Engineering, University of Virginia) |
| Engagement-Driven Content Generation with Large Language Models DOI: https://doi.org/10.1145/3711896.3736932 |
| Erica Coppolillo (Department of Computer Science, University of Calabria,ICAR-CNR); Federico Cinus (CENTAI); Marco Minici (ICAR-CNR); Francesco Bonchi (CENTAI); Giuseppe Manco (ICAR-CNR) |
| Enhanced Subgraph Learning in 2-FWL GNNs via Local Connectivity, Spectral, and Distance Encodings DOI: https://doi.org/10.1145/3711896.3736933 |
| Rongqin Chen (University of Macau); Yan Li (Shenzhen Polytechnic University); Dan Wu (Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences); Fan Mo (ZOZO Research,Waseda University); Shenghui Zhang (University of Macau); Pak Lon Ip (University of Macau); Hoi Cheong Iam (University of Macau); Ye Li (Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences); Leong Hou U (University of Macau) |
| Enhancer: A Distribution-Aware Framework with Temporal-Relational Meta-Learning for Stock Prediction DOI: https://doi.org/10.1145/3711896.3736934 |
| Weijun Chen (Key Lab of High Confidence Software Technologies (MOE), School of Computer Science, Peking University,Research Center for Computational Social Science, Peking University); Shun Li (University of International Relations); Heyuan Wang (Key Lab of High Confidence Software Technologies (MOE), School of Computer Science, Peking University,Research Center for Computational Social Science, Peking University); Tengjiao Wang (Key Lab of High Confidence Software Technologies (MOE), School of Computer Science, Peking University,Research Center for Computational Social Science, Peking University) |
| Enhancing Generalization in Large-Scale HCVRP: A Rank-Augmented Neural Solver DOI: https://doi.org/10.1145/3711896.3736935 |
| Qidong Liu (School of Computer Science and Artificial Intelligence, Zhengzhou University); Jiurui Lian (School of Computer Science and Artificial Intelligence, Zhengzhou University); Chaoyue Liu (School of Computer Science and Artificial Intelligence, Zhengzhou University); Zhiguang Cao (School of Computing and Information Systems, Singapore Management University) |
| Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs DOI: https://doi.org/10.1145/3711896.3736936 |
| Ziyu Zheng (School of Computer Science and Technology, Xidian University); Yaming Yang (School of Computer Science and Technology, Xidian University); Ziyu Guan (School of Computer Science and Technology, Xidian University); Wei Zhao (School of Computer Science and Technology, Xidian University); Weigang Lu (School of Computer Science and Technology, Xidian University) |
| Enhancing Large Language Models for Mobility Analytics with Semantic Location Tokenization DOI: https://doi.org/10.1145/3711896.3736937 |
| Yile Chen (Nanyang Technological University); Yicheng Tao (Southern University of Science and Technology); Yue Jiang (Nanyang Technological University); Shuai Liu (Nanyang Technological University); Han Yu (Nanyang Technological University); Gao Cong (Nanyang Technological University) |
| Enhancing Microservices Anomaly Detection via Multimodal Data Fusion in the Wavelet Domain and Spatiotemporal Graph-based Diffusion Probabilistic Model DOI: https://doi.org/10.1145/3711896.3736938 |
| Kaiqi Ding (School of CS, Peking University); Yuanmu Ma (Beijing Institute of Technology); Zijian Song (School of CS, Peking University); Kaigui Bian (School of CS, Peking University) |
| Equivariant and Invariant Message Passing for Global Subseasonal-to-seasonal Forecasting DOI: https://doi.org/10.1145/3711896.3736939 |
| Yang Liu (The Hong Kong University of Science and Technology,The Chinese University of Hong Kong); Zinan Zheng (The Hong Kong University of Science and Technology (Guangzhou)); Yu Rong (DAMO Academy, Alibaba Group,Hupan Lab); Deli Zhao (DAMO Academy, Alibaba Group,Hupan Lab); Hong Cheng (The Chinese University of Hong Kong); Jia Li (The Hong Kong University of Science and Technology (Guangzhou)) |
| Error Bounds for the Network Scale-Up Method DOI: https://doi.org/10.1145/3711896.3736940 |
| Sergio Díaz-Aranda (IMDEA Networks Institute); Juan Marcos Ramirez (IMDEA Networks Institute); Mohit Daga (Division of Theoretical Computer Science, EECS, KTH Royal Institute of Technology); Jaya Prakash Champati (University of Victoria); Jose Aguilar (IMDEA Networks Institute,Universidad de Los Andes); Rosa Lillo (uc3m-Santander Big Data Institute, Universidad Carlos III de Madrid); Antonio Fernández Anta (IMDEA Software Institute,IMDEA Networks Institute) |
| ErrorEraser: Unlearning Data Bias for Improved Continual Learning DOI: https://doi.org/10.1145/3711896.3736941 |
| Xuemei Cao (School of Computing and Artificial Intelligence, Southwest University of Finance and Economics); Hanlin Gu (WeBank); Xin Yang (School of Computer and Artificial Intelligence, Southwestern University of Finance and Economics); Bingjun Wei (School of Computing Artifical Intelligence, Southwest University of Finance and Economics); Haoyang Liang (School of Computing and Artificial Intelligence, Southwest University of Finance and Economics); Xiangkun Wang (School of Computer and Artificial Intelligence, Southwest University of Finance and Economics); Tianrui Li (School of Computing and Artificial Intelligence, Southwest Jiaotong University) |
| ESCFD: Probabilistic Flow Diffusion Model for Accelerated High-Quality Single-Cell RNA-seq Data Synthesis DOI: https://doi.org/10.1145/3711896.3736942 |
| Shuangyin Li (School of Computer Science, South China Normal University); Jihua Yang (School of Artificial Intelligence, South China Normal University); Yixuan Wang (School of Computer Science, South China Normal University); Shimin Di (School of Computer Science and Engineering, Southeast University); Lei Chen (The Hong Kong University of Science and Technology (Guangzhou)) |
| Evaluating Generative Models via Cubical Homology based Persistent Entropy DOI: https://doi.org/10.1145/3711896.3736943 |
| Suryaka Suresh (Computer Science and Engineering Department, Indraprastha Institute of Information Technology Delhi); Vinayak Abrol (Computer Science and Engineering Department, Indraprastha Institute of Information Technology Delhi) |
| Evidential Prototype Learning for Semi-supervised Medical Image Segmentation DOI: https://doi.org/10.1145/3711896.3736944 |
| Yuanpeng He (Key Laboratory of High Confidence Software Technologies (Peking University), Ministry of Education,School of Computer Science, Peking University); Lijian Li (Department of Computer and Information Science, University of Macau); Tianxiang Zhan (Institute of Fundamental and Frontier Science, University of Electronic Science and Technology of China); Chi-Man Pun (Department of Computer and Information Science, University of Macau); Wenpin Jiao (Key Laboratory of High Confidence Software Technologies (Peking University), Ministry of Education,School of Computer Science, Peking University); Zhi Jin (Key Laboratory of High Confidence Software Technologies (Peking University), Ministry of Education,School of Computer Science, Peking University) |
| EVINET: Towards Open-World Graph Learning via Evidential Reasoning Network DOI: https://doi.org/10.1145/3711896.3736945 |
| Weijie Guan (Virginia Polytechnic Institute and State University); Haohui Wang (Virginia Polytechnic Institute and State University); Jian Kang (University of Rochester); Lihui Liu (Wayne State University); Dawei Zhou (Virginia Polytechnic Institute and State University) |
| Experience Speaks Louder: Black-box Hard-label Adversarial Attack through Reinforcement Learning DOI: https://doi.org/10.1145/3711896.3736946 |
| Yilun Jin (School of Cyber Science and Engineering, Southeast University); Kun Zhu (College of Control Science and Engineering, Zhejiang University); Feng Tang (School of Economics and Management, Southeast University); Jiaxuan Shi (Shanghai Research Institute for Intelligent Autonomous Systems, Tongji University); Yong Chen (School of Information Technology and Artificial Intelligence, Zhejiang University of Finance and Economics) |
| Explaining GNN Explanations with Edge Gradients DOI: https://doi.org/10.1145/3711896.3736947 |
| Jesse He (Halýcýoðlu Data Science Institute, University of California, San Diego); Akbar Rafiey (Computer Science and Engineering, New York University); Gal Mishne (Halýcýoðlu Data Science Institute, University of California, San Diego); Yusu Wang (Halýcýoðlu Data Science Institute, University of California, San Diego) |
| Explicit-Implicit Entity Alignment Method in Multi-modal Knowledge Graphs DOI: https://doi.org/10.1145/3711896.3736948 |
| Luyao Wang (School of Information, Renmin University of China); Chunlai Zhou (School of Information, Renmin University of China); Biao Qin (School of Information, Renmin University of China,The Key Laboratory of Data Engineering and Knowledge Engineering, Ministry of Education) |
| Exploiting Student Parallelism for Low-latency GPU Inference of BERT-like Models in Online Services DOI: https://doi.org/10.1145/3711896.3736949 |
| Weiyan Wang (Tencent,The Hong Kong University of Science and Technology); Yilun Jin (The Hong Kong University of Science and Technology); Yiming Zhang (Shanghai Jiao Tong University); Victor Junqiu Wei (Macau University of Science and Technology); Han Tian (The Hong Kong University of Science and Technology); Li Chen (Zhongguancun Laboratory); Jinbao Xue (Tencent); Yangyu Tao (Tencent); Di Wang (Tencent); Kai Chen (The Hong Kong University of Science and Technology) |
| Fair Diversity Maximization with Few Representatives DOI: https://doi.org/10.1145/3711896.3736950 |
| Florian Adriaens (University of Helsinki, HIIT); Nikolaj Tatti (University of Helsinki, HIIT) |
| FairCDR: Transferring Fairness and User Preferences for Cross-Domain Recommendation DOI: https://doi.org/10.1145/3711896.3736951 |
| Yongxuan Wu (Institute of Information Engineering, Chinese Academy of Sciences,School of Cyber Security, UCAS); Yang Liu (Academy of Mathematics and Systems Science, Chinese Academy of Sciences); Xixun Lin (Institute of Information Engineering, Chinese Academy of Sciences); Hong Zhou (Institute of Information Engineering, Chinese Academy of Sciences,School of Cyber Security, UCAS); Yanan Cao (Institute of Information Engineering, Chinese Academy of Sciences,School of Cyber Security, UCAS); Lixin Zou (Laboratory of Aerospace Information Security and Trusted Computing, Wuhan University); Yanmin Shang (Institute of Information Engineering, Chinese Academy of Sciences,School of Cyber Security, UCAS); Yanbing Liu (Institute of Information Engineering, Chinese Academy of Sciences,School of Cyber Security, UCAS) |
| FAT: Frequency-Aware Pretraining for Enhanced Time-Series Representation Learning DOI: https://doi.org/10.1145/3711896.3736952 |
| Rui Cheng (School of Finance, Southwestern University of Finance and Economics); Xiangfei Jia (School of Computer and Artificial Intelligence, Southwestern University of Finance and Economics); Qing Li (Research Institute for Digital Economy and Interdisciplinary Sciences, Southwestern University of Finance and Economics); Rong Xing (School of Computing and Artificial Intelligence, Southwestern University of Finance and Economics); Jiwen Huang (Fintech Innovation Center, Southwestern University of Finance and Economics); Yu Zheng (School of Finance, Southwestern University of Finance and Economics); Zhilong Xie (School of Management Science and Engineering, Southwestern University of Finance and Economics) |
| Feature Reconstruction for Anomaly Detection on Directed Multigraphs: A Preprocessing Framework for GNNs DOI: https://doi.org/10.1145/3711896.3736953 |
| Sicheng Liang (Computation and Artificial Intelligence Innovative College, Fudan University); Qinlin Xie (Computation and Artificial Intelligence Innovative College, Fudan University); Jingqi Feng (Computation and Artificial Intelligence Innovative College, Fudan University); Yiwen Yue (Computation and Artificial Intelligence Innovative College, Fudan University); Hongyi Li (Computation and Artificial Intelligence Innovative College, Fudan University); Jiawei Ye (Computation and Artificial Intelligence Innovative College, Fudan University); Wu Jie (Computation and Artificial Intelligence Innovative College, Fudan University) |
| FedAPM: Federated Learning via ADMM with Partial Model Personalization DOI: https://doi.org/10.1145/3711896.3736954 |
| Shengkun Zhu (School of Computer Science, Wuhan University); Feiteng Nie (School of Computer Science, Wuhan University); Jinshan Zeng (School of Management, Xi’an Jiaotong University); Sheng Wang (School of Computer Science, Wuhan University); Yuan Sun (La Trobe Business School, La Trobe University); Yuan Yao (The Hong Kong University of Science and Technology); Shangfeng Chen (School of Computer Science, Wuhan University); Quanqing Xu (Oceanbase, Ant Group); Chuanhui Yang (Oceanbase, Ant Group) |
| FedDiAL: Adaptive Federated Learning with Hierarchical Discriminative Network for Large Pre-trained Models DOI: https://doi.org/10.1145/3711896.3736955 |
| Gang Yan (University of California, Merced); Wan Du (University of California, Merced) |
| Federated Continual Graph Learning DOI: https://doi.org/10.1145/3711896.3736956 |
| Yinlin Zhu (Sun Yat-sen University); Miao Hu (Sun Yat-sen University); Di Wu (Sun Yat-sen University) |
| FedSC: Federated Learning with Semantic-Aware Collaboration DOI: https://doi.org/10.1145/3711896.3736957 |
| Huan Wang (School of Computing and Information Technology, University of Wollongong); Haoran Li (School of Computing and Information Technology, University of Wollongong); Huaming Chen (School of Electrical and Computer Engineering, The University of Sydney); Jun Yan (School of Computing and Information Technology, University of Wollongong); Jiahua Shi (QLD Alliance for Agriculture and Food Innovation, The University of Queensland); Jun Shen (School of Computing and Information Technology, University of Wollongong) |
| FedVS: Towards Federated Vector Similarity Search with Filters DOI: https://doi.org/10.1145/3711896.3736958 |
| Zeheng Fan (SKLCCSE Lab, Beihang University); Yuxiang Zeng (SKLCCSE Lab, Beihang University); Zhuanglin Zheng (SKLCCSE Lab, Beihang Univeristy); Binhan Yang (SKLCCSE Lab, Beihang University); Yongxin Tong (SKLCCSE Lab, Beihang University) |
| FEZE: Alignment-Flexible Zero-Shot Vertical Federated Learning DOI: https://doi.org/10.1145/3711896.3736959 |
| Wei Guo (School of Artificial Intelligence, Beihang University); Yiqi Tong (School of Computer Science and Engineering, Beihang University); Yiyang Duan (College of Computing and Data Science, Nanyang Technological University); Fuzhen Zhuang (School of Artificial Intelligence, Beihang University,Beijing Advanced Innovation Center for Future Blockchain and Privacy Computing); Xiao Zhang (School of Computer Science and Technology, Shandong University); Zhaojun Hu (School of Statistics, Renmin University of China); Jin Dong (Beijing Academy of Blockchain and Edge Computing,School of Artificial Intelligence, Beihang University) |
| Finding Counterfactual Evidences for Node Classification DOI: https://doi.org/10.1145/3711896.3736960 |
| Dazhuo Qiu (Aalborg University); Jinwen Chen (University of Electronic Science and Technology of China); Arijit Khan (Aalborg University); Yan Zhao (Shenzhen Institute for Advanced Study, University of Electronic Science and Technology of China); Francesco Bonchi (CENTAI,Eurecat) |
| Fine-Grained Traffic Inference from Road to Lane via Spatio-Temporal Graph Node Generation DOI: https://doi.org/10.1145/3711896.3736961 |
| Shuhao Li (Fudan University,Shanghai Key Laboratory of Data Science); Weidong Yang (Fudan University,Zhuhai Fudan Innovation Research Institute); Yue Cui (The Hong Kong University of Science and Technology); Xiaoxing Liu (GZHU-SCHB Intelligent Transportation Joint Lab, Guangzhou University); Lingkai Meng (Shanghai Jiao Tong University); Lipeng Ma (Fudan University,Shanghai Key Laboratory of Data Science); Fan Zhang (GZHU-SCHB Intelligent Transportation Joint Lab, Guangzhou University) |
| Fine-grained Urban Heat Island Effect Forecasting: A Context-aware Thermodynamic Modeling Framework DOI: https://doi.org/10.1145/3711896.3736962 |
| Xingchen Zou (The Hong Kong University of Science and Technology (Guangzhou)); Weilin Ruan (The Hong Kong University of Science and Technology (Guangzhou)); Siru Zhong (The Hong Kong University of Science and Technology (Guangzhou)); Yuehong Hu (The Hong Kong University of Science and Technology (Guangzhou)); Yuxuan Liang (The Hong Kong University of Science and Technology (Guangzhou)) |
| FlanS – A Foundation Model for Free-Form Language-based Segmentation in Medical Images DOI: https://doi.org/10.1145/3711896.3736963 |
| Longchao Da (Arizona State University); Rui Wang (AWS, Amazon); Xiaojian Xu (GE HealthCare); Parminder Bhatia (GEHC); Taha Kass-Hout (Corporate, GE HealthCare); Hua Wei (School of Computing and Augmented Intelligence, Arizona State University); Cao Xiao (GE Healthcare) |
| FlexGNN: A High-Performance, Large-Scale Full-Graph GNN System with Best-Effort Training Plan Optimization DOI: https://doi.org/10.1145/3711896.3736964 |
| Jeongmin Bae (KAIST); Donghyoung Han (GraphAI); Min-Soo Kim (KAIST) |
| $FlexiReg:$ Flexible Urban Region Representation Learning DOI: https://doi.org/10.1145/3711896.3736965 |
| Fengze Sun (School of Computing and Information Systems, University of Melbourne); Yanchuan Chang (School of Computing and Information Systems, University of Melbourne); Egemen Tanin (School of Computing and Information Systems, University of Melbourne); Shanika Karunasekera (School of Computing and Information Systems, University of Melbourne); Jianzhong Qi (School of Computing and Information Systems, University of Melbourne) |
| FLEXIS: FLEXible Frequent Subgraph Mining using Maximal Independent Sets DOI: https://doi.org/10.1145/3711896.3736966 |
| Akshit Sharma (Computer Science, Colorado School of Mines); Sam Reinehr (Computer Science, Colorado School of Mines); Dinesh Mehta (Computer Science, Colorado School of Mines); Bo Wu (Computer Science, Colorado School of Mines) |
| Flow Matching for Collaborative Filtering DOI: https://doi.org/10.1145/3711896.3736967 |
| Chengkai Liu (Departmentment of Computer Science and Engineering, Texas A&M University – College Station); Yangtian Zhang (Yale University); Jianling Wang (Google DeepMind); Rex Ying (Department of Computer Science, Yale University); James Caverlee (Department of Computer Science and Engineering, Texas A&M University – College Station) |
| FindRec: Stein-Guided Entropic Flow for Multi-Modal Sequential Recommendation DOI: https://doi.org/10.1145/3711896.3736968 |
| Maolin Wang (Department of Data Science, City University of Hong Kong); Yutian Xiao (Institute of Artificial Intelligence, Beijing University of Aeronautics and Astronautics); Binhao Wang (Data Science, City University of Hong Kong); Sheng Zhang (City University of Hong Kong); Shanshan Ye (AAII, School of Computer Science, University of Technology Sydney); Wanyu Wang (Information System, City University of Hong Kong); Hongzhi Yin (School of EECS, University of Queensland); Ruocheng Guo (Intuit AI); Zenglin Xu (Artificial Intelligence Innovation and Incubation Institute, Fudan University) |
| FreRA: A Frequency-Refined Augmentation for Contrastive Learning on Time Series Classification DOI: https://doi.org/10.1145/3711896.3736969 |
| Tian Tian (Alibaba-NTU Singapore Joint Research Institute, Interdisciplinary Graduate Programme, Nanyang Technological University); Chunyan Miao (College of Computing and Data Science, Nanyang Technological University); Hangwei Qian (CFAR, A*STAR) |
| From Expansion to Retraction: Long-tailed Machine Unlearning via Boundary Manipulation DOI: https://doi.org/10.1145/3711896.3736970 |
| Min Chen (Hubei Key Laboratory of Internet of Intelligence, School of EIC, Huazhong University of Science and Technology); Weizhuo Gao (Hubei Key Laboratory of Internet of Intelligence, School of EIC, Huazhong University of Science and Technology); Chen Wang (Hubei Key Laboratory of Internet of Intelligence, School of EIC, Huazhong University of Science and Technology); Gaoyang Liu (Hubei Key Laboratory of Internet of Intelligence, School of EIC, Huazhong University of Science and Technology); Ahmed M. Abdelmoniem (School of Electronic Engineering and Computer Science, Queen Mary University of London); Kai Peng (Hubei Key Laboratory of Internet of Intelligence, School of EIC, Huazhong University of Science and Technology) |
| From Swath to Full-Disc: Advancing Precipitation Retrieval with Multimodal Knowledge Expansion DOI: https://doi.org/10.1145/3711896.3736971 |
| Zheng Wang (Zhejiang University of Technology); Kai Ying (College of Computer Science, Zhejiang University of Technology); Bin Xu (Data Institute, National Meteorological Information Center); Chunjiao Wang (/, National Meteorological Information Center); Cong Bai (College of Computer Science, Zhejiang University of Technology,Zhejiang Key Laboratory of Visual Information Intelligent Processing) |
| Fully Quanvolutional Networks for Time Series Classification DOI: https://doi.org/10.1145/3711896.3736972 |
| Nabil Anan Orka (The University of Queensland); Ehtashamul Haque (BRAC University); Md. Abdul Awal (The University of Queensland); Mohammad Ali Moni (Charles Sturt University,Washington University of Science and Technology) |
| FusionSAM: Visual Multi-Modal Learning with Segment Anything Model DOI: https://doi.org/10.1145/3711896.3736973 |
| Daixun Li (Xidian University); Weiying Xie (Xidian University); Mingxiang Cao (Xidian University); Yunke Wang (University of Sydney); Yusi Zhang (Xidian University); Leyuan Fang (Hunan University); Yunsong Li (Xidian University); Chang Xu (University of Sydney) |
| GCoT: Chain-of-Thought Prompt Learning for Graphs DOI: https://doi.org/10.1145/3711896.3736974 |
| Xingtong Yu (School of Computing and Information System, Singapore Management University); Chang Zhou (University of Science and Technology of China); Zhongwei Kuai (University of Science and Technology of China); Xinming Zhang (School of Computer Science and Technology, University of Science and Technology of China); Yuan Fang (School of Computing and Information Systems, Singapore Management University) |
| GDendrite: On Heterophilous Graph Contexts Mining with Versatile Neural Dendrites Framework DOI: https://doi.org/10.1145/3711896.3736975 |
| Ruikun Li (Discipline of Business Analytics, The University of Sydney); Ye Xiao (Discipline of Business Analytics, The University of Sydney); Xiaoxiao Ma (Oracle Analytics Cloud, Oracle Corporation); Andrey Vasnev (Discipline of Business Analytics, The University of Sydney); Junbin Gao (Discipline of Business Analytics, The University of Sydney) |
| Generalizable Graph Prompt Learning Framework with Model-level Prompt Injection and Two-Stage Prompt Tuning DOI: https://doi.org/10.1145/3711896.3736976 |
| Mingchen Sun (College of Computer Science and Technology, Jilin University,Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University); Jiahui Hou (College of Computer Science and Technology, Jilin University,Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University); Yutong Zhang (College of Computer Science and Technology, Jilin University,Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University); Yingji Li (College of Computer Science and Technology, Jilin University,Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University); Ying Wang (College of Computer Science and Technology, Jilin University,Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University) |
| Generalized Discords for Time Series Anomaly Detection with Flexible Subsequence Lengths DOI: https://doi.org/10.1145/3711896.3736977 |
| Makoto Imamura (School of Information and Telecommunication Engineering, Tokai University Educational System) |
| Generating by Understanding: Neural Visual Generation with Logical Symbol Groundings DOI: https://doi.org/10.1145/3711896.3736978 |
| Yifei Peng (State Key Laboratory of CAD&CG, Zhejiang University); Zijie Zha (State Key Laboratory of CAD&CG, Zhejiang University); Yu Jin (State Key Laboratory of CAD&CG, Zhejiang University); Zhexu Luo (Department of Computer and Information Science, University of Pennsylvania); Wang-Zhou Dai (National Key Laboratory for Novel Software Technology, Nanjing University); Zhong Ren (State Key Laboratory of CAD&CG, Zhejiang University); Yao-Xiang Ding (State Key Laboratory of CAD & CG, Zhejiang University); Kun Zhou (State Key Laboratory of CAD & CG, Zhejiang University) |
| Generating Long Semantic IDs in Parallel for Recommendation DOI: https://doi.org/10.1145/3711896.3736979 |
| Yupeng Hou (University of California, San Diego); Jiacheng Li (Meta AI); Ashley Shin (University of California, San Diego); Jinsung Jeon (University of California, San Diego); Abhishek Santhanam (University of California, San Diego); Wei Shao (Meta AI); Kaveh Hassani (Meta AI); Ning Yao (Meta AI); Julian McAuley (University of California, San Diego) |
| Generative Imputation with Multi-level Causal Consistency for Variable Subset Forecasting DOI: https://doi.org/10.1145/3711896.3736980 |
| Qi Hao (SKL-IOTSC, Department of CIS, University of Macau); Yue Gao (Information Science and Technology, Northeast Normal University); Runchang Liang (Information Science and Technology, Northeast Normal University); Yunhe Zhang (SKL-IOTSC, Department of CIS, University of Macau); Pengyang Wang (SKL-IOTSC, Department of CIS, University of Macau) |
| Generative Next POI Recommendation with Semantic ID DOI: https://doi.org/10.1145/3711896.3736981 |
| Dongsheng Wang (University of Electronic Science and Technology of China); Yuxi Huang (University of Electronic Science and Technology of China); Shen Gao (University of Electronic Science and Technology of China); Yifan Wang (University of Electronic Science and Technology of China); Chengrui Huang (University of Electronic Science and Technology of China); Shuo Shang (University of Electronic Science and Technology of China) |
| Generative Thinking, Corrective Action: User-Friendly Composed Image Retrieval via Automatic Multi-Agent Collaboration DOI: https://doi.org/10.1145/3711896.3736982 |
| Zhangtao Cheng (School of Information and Software Engineering, University of Electronic Science and Technology of China); Yuhao Ma (University of Electronic Science and Technology of China); Jian Lang (School of Information and Software Engineering, University of Electronic Science and Technology of China); Kunpeng Zhang (Information Systems, University of Maryland); Ting Zhong (Information and Software Engineering, University of Electronic Science and Technology of China); Yong Wang (Aiwen Tech,CSE, Hong Kong University of Science and Technology); Fan Zhou (School of Information and Software Engineering, University of Electronic Science and Technology of China,Key Laboratory of Intelligent Digital Media Technology of Sichuan Province) |
| Global Interpretable Graph-level Anomaly Detection Via Prototype DOI: https://doi.org/10.1145/3711896.3736983 |
| Zhenyu Yang (School of Computing, Macquarie University); Ge Zhang (School of Computer Science and Technology, Donghua University); Jia Wu (School of Computing, Macquarie University); Jian Yang (School of Computing, Macquarie University); Shan Xue (School of Computing, Macquarie University); Amin Beheshti (School of Computing, Macquarie University); Hao Peng (School of Cyber Science and Technology, Beihang University); Quan Z. Sheng (School of Computing, Macquarie University) |
| GNN-SKAN: Advancing Molecular Representation Learning with SwallowKAN DOI: https://doi.org/10.1145/3711896.3736984 |
| Ruifeng Li (Zhejiang University); Mingqian Li (Zhejiang Lab); Wei Liu (Shanghai Jiao Tong University); Hongyang Chen (Zhejiang Lab) |
| GORACS: Group-level Optimal Transport-guided Coreset Selection for LLM-based Recommender Systems DOI: https://doi.org/10.1145/3711896.3736985 |
| Tiehua Mei (School of Data Science, Fudan University); Hengrui Chen (School of Data Science, Fudan University); Peng Yu (School of Data Science, Fudan University); Jiaqing Liang (School of Data Science, Fudan University); Deqing Yang (School of Data Science, Fudan University) |
| GPE: Global Position Embedding for Trajectory Similarity Computation DOI: https://doi.org/10.1145/3711896.3736986 |
| Yuanjun Liu (School of Computer Science and Technology, Soochow University); Guanfeng Liu (School of Computing, Macquarie University); Qingzhi Ma (School of Computer Science and Technology, Soochow University); Zhixu Li (School of Information, Renmin University of China); Lei Zhao (School of Computer Science and Technology, Soochow University); An Liu (School of Computer Science and Technology, Soochow University) |
| Gradients as An Action: Towards Communication-Efficient Federated Recommender Systems via Adaptive Action Sharing DOI: https://doi.org/10.1145/3711896.3736987 |
| Zhufeng Lu (Software Engineering Institute, East China Normal University); Chentao Jia (Software Engineering Institute, East China Normal University); Ming Hu (School of Computing and Information Systems, Singapore Management University); Xiaofei Xie (School of Computing and Information Systems, Singapore Management University); Mingsong Chen (Software Engineering Institute, East China Normal University) |
| GRAND : Graph Reconstruction from potential partial Adjacency and Neighborhood Data DOI: https://doi.org/10.1145/3711896.3736988 |
| Sofiane Azogagh (Université du Québec à Montréal); Zelma Aubin Birba (Université du Québec à Montréal); Josée Desharnais (Université Laval); Sébastien Gambs (Université du Québec à Montréal); Marc-Olivier Killijian (Université du Québec à Montréal); Nadia Tawbi (Université Laval) |
| Graph Evidential Learning for Anomaly Detection DOI: https://doi.org/10.1145/3711896.3736989 |
| Chunyu Wei (Renmin University of China); Wenji Hu (Renmin University of China); Xingjia Hao (Guangxi University); Yunhai Wang (Renmin University of China); Yueguo Chen (Renmin University of China); Bing Bai (Microsoft MAI); Fei Wang (Cornell University) |
| Graph Positional Autoencoders as Self-supervised Learners DOI: https://doi.org/10.1145/3711896.3736990 |
| Yang Liu (School of Computer Science, Beijing University of Posts and Telecommunications); Deyu Bo (Electrical and Computer Engineering, National University of Singapore); Wenxuan Cao (Beijing University of Posts and Telecommunications, School of Computer Science); Yuan Fang (School of Computing and Information Systems, Singapore Management University); Yawen Li (Beijing University of Posts and Telecommunications); Chuan Shi (Institute of Computing Technology, Beijing University of Post and Telecommunication) |
| GraphLAMA: Enabling Efficient Adaptation of Graph Language Models with Limited Annotations DOI: https://doi.org/10.1145/3711896.3736991 |
| Junze Chen (School of Computer Science, Beijing University of Posts and Telecommunications); Cheng Yang (School of Computer Science, Beijing University of Posts and Telecommunications); Shujie Li (Beijing University of Posts and Telecommunications); Zhiqiang Zhang (Ant Group); Yawen Li (Beijing University of Posts and Telecommunications); Junping Du (Beijing University of Posts and Telecommunications); Chuan Shi (Institute of Computing Technology, Beijing University of Post and Telecommunication) |
| GRASP: Differentially Private Graph Reconstruction Defense with Structured Perturbation DOI: https://doi.org/10.1145/3711896.3736992 |
| Zhiyu Guo (Institute of Computing Technology, Chinese Academy of Sciences,University of Chinese Academy of Sciences); Yang Liu (Institute of Computing Technology, Chinese Academy of Sciences,Key Lab of AI Safety, Chinese Academy of Sciences); Xiang Ao (Institute of Computing Technology, Chinese Academy of Sciences,University of Chinese Academy of Sciences); Qing He (Institute of Computing Technology, Chinese Academy of Sciences,University of Chinese Academy of Sciences) |
| GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model DOI: https://doi.org/10.1145/3711896.3736993 |
| Yunhe Pang (School of Computer Science and Engineering, Sun Yat-sen University); Bo Chen (Department of Computer Science and Technology, Tsinghua University); Fanjin Zhang (Department of Computer Science and Technology, Tsinghua University); Yanghui Rao (School of Computer Science and Engineering, Sun Yat-sen University); Evgeny Kharlamov (Bosch Center for Artificial Intelligence, Robert Bosch GmbH); Jie Tang (Department of Computer Science and Technology, Tsinghua University) |
| GuardFGL: Similarity-driven Federated Graph Learning with Adversarial Robustness and Membership Privacy DOI: https://doi.org/10.1145/3711896.3736994 |
| Luying Zhong (Fuzhou University); Xuan Lai (Fuzhou University); Junjie Zhang (Fuzhou University); Zhiqin Huang ( , Fuzhou University); Zheyi Chen (Fuzhou University) |
| Harnessing Influence Function in Explaining Graph Neural Networks DOI: https://doi.org/10.1145/3711896.3736995 |
| Heesoo Jung (Computer Science Engineering, Sungkyunkwan University); Chanyong Kim (Computer Science Engineering, Sungkyunkwan University); Geonhee Han (Artificial Intelligence, Sungkyunkwan University); Hogun Park (Computer Science Engineering, Sungkyunkwan University) |
| Hexagon-Net: Heterogeneous Cross-View Aligned Graph Attention Networks for Implied Volatility Surface Prediction DOI: https://doi.org/10.1145/3711896.3736996 |
| Kaiwei Liang (South China University of Technology); Ruirui Liu (King’s College London); Huichou Huang (City University of Hong Kong,Bayescien Technologies); Johannes Ruf (London School of Economics and Political Science); Peilin Zhao (Tencent AI Lab); Qingyao Wu (South China University of Technology) |
| $Hi-PNG:$ Efficient Interval-Filtering ANNS via Hierarchical Interval Partition Navigating Graph DOI: https://doi.org/10.1145/3711896.3736997 |
| Ming Yang (School of Data Science, Fudan University); Yuzheng Cai (School of Data Science, Fudan University); Weiguo Zheng (School of Data Science, Fudan University) |
| HLSAD: Hodge Laplacian-based Simplicial Anomaly Detection DOI: https://doi.org/10.1145/3711896.3736998 |
| Florian Frantzen (Department of Computer Science, RWTH Aachen University); Michael T. Schaub (Department of Computer Science, RWTH Aachen University) |
| Hyperparametric Influence Minimization: Feature-Driven Intervention Beyond Blocking DOI: https://doi.org/10.1145/3711896.3736999 |
| Bin Xiang (Suzhou Institute for Advanced Research, University of Science and Technology of China); Bogdan Cautis (Infocomm Technology Cluster, Singapore Institute of Technology); Xiaokui Xiao (National University of Singapore); Laks V. S. Lakshmanan (University of British Columbia) |
| Identifying Combinatorial Regulatory Genes for Cell Fate Decision via Reparameterizable Subset Explanations DOI: https://doi.org/10.1145/3711896.3737000 |
| Junhao Liu (Department of Computer Science, University of California, Irvine); Pengpeng Zhang (Department of Computer Science, University of California, Irvine); Martin Renqiang Min (Department of Machine Learning, NEC Laboratories America); Jing Zhang (Department of Computer Science, University of California, Irvine) |
| Identifying Knowledge Editing Types in Large Language Models DOI: https://doi.org/10.1145/3711896.3737001 |
| Xiaopeng Li (National University of Defense Technology); Shasha Li (National University of Defense Technology); Shangwen Wang (National University of Defense Technology); Shezheng Song (National University of Defense Technology); Bin Ji (National University of Defense Technology); Huijun Liu (National University of Singapore); Ma Jun (National University of Defense Technology); Jie Yu (National University of Defense Technology) |
| Improving Group Robustness on Spurious Correlation via Evidential Alignment DOI: https://doi.org/10.1145/3711896.3737002 |
| Wenqian Ye (Department of Computer Science, University of Virginia); Guangtao Zheng (University of Virginia); Aidong Zhang (University of Virginia) |
| Improving Long-tail User CTR Prediction via Hierarchical Distribution Alignment DOI: https://doi.org/10.1145/3711896.3737003 |
| Yifan Wang (Tsinghua University); Weizhi Ma (Institute for AI Industry Research, Tsinghua University); Min Zhang (Tsinghua University); Xiaoxiao Xu (Kuaishou Technology); Zhiqiang Liu (Kuaishou Technology); Shaoping Ma (Tsinghua University) |
| Improving Open-world Continual Learning under the Constraints of Scarce Labeled Data DOI: https://doi.org/10.1145/3711896.3737004 |
| Yujie Li (Leiden Institute of Advanced Computer Science (LIACS), Leiden University,Southwest University of Finance and Economics); Xiangkun Wang (School of Computer and Artificial Intelligence, Southwest University of Finance and Economics); Xin Yang (School of Computer and Artificial Intelligence, Southwestern University of Finance and Economics); Marcello Bonsangue (Leiden Institute of Advanced Computer Science (LIACS), Leiden University); Junbo Zhang (JD Intelligent Cities Research); Tianrui Li (School of Computing and Artificial Intelligence, Southwest Jiaotong University) |
| Pre-training Time Series Models with Stock Data Customization DOI: https://doi.org/10.1145/3711896.3737005 |
| Mengyu Wang (School of Informatics, University of Edinburgh); Tiejun Ma (School of Informatics, University of Edinburgh); Shay B. Cohen (School of Informatics, University of Edinburgh) |
| Improving Subgraph Matching by Combining Algorithms and Graph Neural Networks DOI: https://doi.org/10.1145/3711896.3737006 |
| Shuyang Guo (SKLCCSE, Beihang University); Wenjin Xie (SKLCCSE, Beihang University); Ping Lu (SKLCCSE, Beihang University); Ting Deng (SKLCCSE, Beihang University); Richong Zhang (SKLCCSE, Beihang University); Jianxin Li (SKLCCSE, Beihang University); Xiangping Huang (TravelSky Technology Limited,Beijing Engineering Research Center of Civil Aviation Big Data); Zhongyi Liu (Travelsky Technology Limited,Beijing Engineering Research Center of Civil Aviation Big Data) |
| Imputation via Domain Adaptation: Rethinking Variable Subset Forecasting from Knowledge Transfer DOI: https://doi.org/10.1145/3711896.3737007 |
| Runchang Liang (School of Information Science and Technology, Northeast Normal University); Qi Hao (Faculty of Science and Technology, University of Macau); Yue Gao (Northeast Normal University); Kunpeng Liu (Portland State University); Lu Jiang (Information science technology, Dalian Maritime University); Pengyang Wang (Computer and Information Science, University of Macau); Minghao Yin (School of Information Science and Technology, Northeast Normal University) |
| Reinvent the Operation not the Architecture: Quantum-inspired High-order Product for Compatible and Improved LLMs Training DOI: https://doi.org/10.1145/3711896.3737008 |
| Hao Xiong (School of Computer Science, Shanghai Jiao Tong University); Yebin Yang (School of Artificial Intelligence, Shanghai Jiao Tong University); Huaijin Wu (School of Computer Science, Shanghai Jiao Tong University); Xiaoqiu Zhong (School of Artificial Intelligence, Shanghai Jiao Tong University); Yehui Tang (School of Computer Science, Shanghai Jiao Tong University); Zhuo Xia (School of Computer Science, Shanghai Jiao Tong University); Xiaoxing Wang (School of Artificial Intelligence, Shanghai Jiao Tong University); Junchi Yan (School of Artificial Intelligence, Shanghai Jiao Tong University) |
| Incorporating Retrieval-based Causal Learning with Information Bottlenecks for Interpretable Molecular Graph Learning DOI: https://doi.org/10.1145/3711896.3737009 |
| Jiahua Rao (Sun Yat-sen University); Hanjing Lin (Sun Yat-sen University); Jiancong Xie (Sun Yat-sen University); Zhen Wang (Sun Yat-sen University); Shuangjia Zheng (Shanghai Jiaotong University); Yuedong Yang (Sun Yat-sen University) |
| Is Your Explanation Reliable: Confidence-Aware Explanation on Graph Neural Networks DOI: https://doi.org/10.1145/3711896.3737010 |
| Jiaxing Zhang (Department of Informatics, New Jersey Institute of Technology); Xiaoou Liu (School of Computing and Augmented Intelligence, Arizona State University); Dongsheng Luo (School of CIS, Florida International University); Hua Wei (School of Computing and Augmented Intelligence, Arizona State University) |
| K-Paths: Reasoning over Graph Paths for Drug Repurposing and Drug Interaction Prediction DOI: https://doi.org/10.1145/3711896.3737011 |
| Tassallah Abdullahi (Brown University); Ioanna Gemou (Brown University); Nihal V. Nayak (Brown University); Ghulam Murtaza (Brown University); Stephen H. Bach (Brown University); Carsten Eickhoff (Eberhard-Karls-Universität Tübingen); Ritambhara Singh (Brown University) |
| KET-RAG: A Cost-Efficient Multi-Granular Indexing Framework for Graph-RAG DOI: https://doi.org/10.1145/3711896.3737012 |
| Yiqian Huang (Department of Computer Science, National University of Singapore); Shiqi Zhang (School of Computing, National University of Singapore,PyroWis AI); Xiaokui Xiao (Department of Computer Science, National University of Singapore) |
| Knowledge-Aligned Domain Shift Tuning for Efficient Adaptation in Large Language Models DOI: https://doi.org/10.1145/3711896.3737013 |
| Noriaki Kawamae |
| Knowledge-to-Jailbreak: Investigating Knowledge-driven Jailbreaking Attacks for Large Language Models DOI: https://doi.org/10.1145/3711896.3737014 |
| Shangqing Tu (DCST, Tsinghua University); Zhuoran Pan (Peking University); Wenxuan Wang (Hong Kong University of Science and Technology); Zhexin Zhang (Tsinghua University); Yuliang Sun (CSE, Beihang University); Jifan Yu (IoE, Tsinghua University); Hongning Wang (DCST, Tsinghua University); Lei Hou (DCST, Tsinghua University); Juanzi Li (DCST, Tsinghua University) |
| KnowTrace: Bootstrapping Iterative Retrieval-Augmented Generation with Structured Knowledge Tracing DOI: https://doi.org/10.1145/3711896.3737015 |
| Rui Li (Gaoling School of Artificial Intelligence, Renmin University of China); Quanyu Dai (Huawei Noah’s Ark Lab); Zeyu Zhang (Gaoling School of Artificial Intelligence, Renmin University of China); Xu Chen (Gaoling School of Artificial Intelligence, Renmin University of China); Zhenhua Dong (Huawei Noah’s Ark Lab); Ji-Rong Wen (Gaoling School of Artificial Intelligence, Renmin University of China) |
| LaTCoder: Converting Webpage Design to Code with Layout-as-Thought DOI: https://doi.org/10.1145/3711896.3737016 |
| Yi Gui (National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology); Zhen Li (National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology); Zhongyi Zhang (School of Computer Science and Technology, Huazhong University of Science and Technology); Guohao Wang (School of Computer Science and Technology, Huazhong University of Science and Technology); Tianpeng Lv (School of Computer Science and Technology, Huazhong University of Science and Technology); Gaoyang Jiang (School of Computer Science and Technology, Huazhong University of Science and Technology); Yi Liu (School of Artificial Intelligence and Automation, Huazhong University of Science and Technology); Dongping Chen (School of Computer Science and Technology, Huazhong University of Science and Technology); Yao Wan (National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology); Hongyu Zhang (School of Big Data and Software Engineering, Chongqing University); Wenbin Jiang (National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology); Xuanhua Shi (National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology); Hai Jin (National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology) |
| Learn to Refine: Synergistic Multi-Agent Path Optimization for Lifelong Conflict-Free Navigation of Autonomous Vehicles DOI: https://doi.org/10.1145/3711896.3737017 |
| Junjun Li (South China University of Technology); Zeyuan Ma (School of Computer Science, South China University of Technology); Ting Huang (Guangzhou Technology Institute, Xidian University); Yue-Jiao Gong (South China University of Technology) |
| Learnable-Differentiable Finite Volume Solver for Accelerated Simulation of Flows DOI: https://doi.org/10.1145/3711896.3737018 |
| Mengtao Yan (Gaoling School of Artificial Intelligence, Renmin University of China); Qi Wang (Gaoling School of Artificial Intelligence, Renmin University of China); Haining Wang (Huawei Technologies Ltd.); Ruizhi Chengze (Huawei Technologies Ltd.); Yi Zhang (Huawei Technologies Ltd.); Hongsheng Liu (Huawei Technologies Ltd.); Zidong Wang (Huawei Technologies Ltd.); Fan Yu (Huawei Technologies Ltd.); Qi Qi (Renmin University of China); Hao Sun (Gaoling School of Artificial Intelligence, Renmin University of China) |
| Learning Generalized and Flexible Trajectory Models from Omni-Semantic Supervision DOI: https://doi.org/10.1145/3711896.3737019 |
| Yuanshao Zhu (Southern University of Science and Technology,City University of Hong Kong); James Jianqiao Yu (Harbin Institute of Technology, Shenzhen); Xiangyu Zhao (City University of Hong Kong); Xiao Han (Zhejiang University of Technology); Qidong Liu (Xi’an Jiao Tong University,City University of Hong Kong); Xuetao Wei (Southern University of Science and Technology); Yuxuan Liang (The Hong Kong University of Science and Technology (Guangzhou)) |
| Learning OOD Robust Neural Operator with Risk-Averse Stochastic Optimization DOI: https://doi.org/10.1145/3711896.3737020 |
| Huafeng Liu (School of Computer Science and Technology, Beijing Jiaotong University,Beijing Key Laboratory of Traffic Data Mining and Embodied Intelligence, Beijing Jiaotong University); Yiran Fu (School of Computer Science and Technology, Beijing Jiaotong University,Beijing Key Laboratory of Traffic Data Mining and Embodied Intelligence, Beijing Jiaotong University); Jingyue Shi (School of Computer Science and Technology, Beijing Jiaotong University,Beijing Key Laboratory of Traffic Data Mining and Embodied Intelligence, Beijing Jiaotong University); Liping Jing (School of Computer Science and Technology, Beijing Jiaotong University,Beijing Key Laboratory of Traffic Data Mining and Embodied Intelligence, Beijing Jiaotong University); Jian Yu (School of Computer Science and Technology, Beijing Jiaotong University,Beijing Key Laboratory of Traffic Data Mining and Embodied Intelligence, Beijing Jiaotong University) |
| Learning Patterns-Guided Data Generation for Knowledge Tracing DOI: https://doi.org/10.1145/3711896.3737021 |
| Haiping Ma (State Key Laboratory of Opto-Electronic Information Acquisition and Protection Technology, Anhui University,Institute of Physical Science and Information Technology, Anhui University); Yi Yin (Institute of Physical Science and Information Technology, Anhui University); Ziwen Wang (School of Computer Science and Technology, Anhui University); Changqian Wang (Institute of Physical Science and Information Technology, Anhui University); Xiaoshan Yu (School of Artificial Intelligence, Anhui University); Shangshang Yang (School of Computer Science and Technology, Anhui University); Xingyi Zhang (School of Computer Science and Technology, Anhui University) |
| Learning Reliable and Intuitive Temporal Logic Rules for Interpretable Time Series Classification DOI: https://doi.org/10.1145/3711896.3737022 |
| Yang Wang (Institute of Software, Chinese Academy of Sciences,University of Chinese Academy of Sciences); Jiaqi Zhu (Institute of Software, Chinese Academy of Sciences,University of Chinese Academy of Sciences); Miaomiao Li (Institute of Software, Chinese Academy of Sciences,University of Chinese Academy of Sciences); Jiang Liu (Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences); Yilin Li (Institute of Software, Chinese Academy of Sciences,University of the Chinese Academy of Sciences); Yi Yang (Institute of Software, Chinese Academy of Sciences); Jiafan Li (Institute of Software, Chinese Academy of Sciences,University of the Chinese Academy of Sciences); Hongan Wang (Institute of software, Chinese Academy of Sciences,University of the Chinese Academy of Sciences) |
| Learning to Slice: Self-Supervised Interpretable Hierarchical Representation Learning with Graph Auto-Encoder Tree DOI: https://doi.org/10.1145/3711896.3737023 |
| Jinning Li (Department of Computer Science, University of Illinois at Urbana-Champaign); Ruipeng Han (Department of Computer Science, University of Illinois at Urbana-Champaign); Jingying Zeng (College of Computing, Georgia Institute of Technology); Dachun Sun (Department of Computer Science, University of Illinois at Urbana-Champaign); Chenkai Sun (Department of Computer Science, University of Illinois at Urbana-Champaign); Hanghang Tong (Department of Computer Science, University of Illinois at Urbana-Champaign); ChengXiang Zhai (Department of Computer Science, University of Illinois at Urbana-Champaign); Boleslaw K. Szymanski (Department of Computer Science, Rensselaer Polytechnic Institute); Tarek Abdelzaher (Department of Computer Science, University of Illinois at Urbana-Champaign) |
| LettinGo: Explore User Profile Generation for Recommendation System DOI: https://doi.org/10.1145/3711896.3737024 |
| Lu Wang (Microsoft); Di Zhang (Peking University); Fangkai Yang (DKI, Microsoft); Pu Zhao (AI, Microsoft); Jianfeng Liu (Microsoft); Yuefeng Zhan (Microsoft AI, Microsoft); Hao Sun (MAI-A, Microsoft); Qingwei Lin (Microsoft, Microsoft Research); Weiwei Deng (MAI-A, Microsoft); Dongmei Zhang (Microsoft, Microsoft); Feng Sun (Microsoft); Qi Zhang (Microsoft) |
| Leveraging the Power of Conversations: Optimal Key Term Selection in Conversational Contextual Bandits DOI: https://doi.org/10.1145/3711896.3737025 |
| Maoli Liu (Department of Computer Science and Engineering, The Chinese University of Hong Kong); Zhuohua Li (Guangzhou Institute of Technology, Xidian University,Department of Computer Science and Engineering, The Chinese University of Hong Kong); Xiangxiang Dai (Department of Computer Science and Engineering, The Chinese University of Hong Kong); John C.S. Lui (Department of Computer Science and Engineering, The Chinese University of Hong Kong) |
| LightKG: Efficient Knowledge-Aware Recommendations with Simplified GNN Architecture DOI: https://doi.org/10.1145/3711896.3737026 |
| Yanhui Li (Zhejiang University); Dongxia Wang (Zhejiang University); Zhu Sun (Singapore University of Technology and Design); Haonan Zhang (Zhejiang University); Huizhong Guo (Zhejiang University) |
| LiPM: Foundation Model for Lithium-Ion Battery Analysis DOI: https://doi.org/10.1145/3711896.3737027 |
| Juren Li (College of Computer Science and Technology, Zhejiang University); Yang Yang (College of Computer Science and Technology, Zhejiang University); Hanchen Su (College of Computer Science and Technology, Zhejiang University); Jiayu Liu (College of Computer Science and Technology, Zhejiang University); Youmin Chen (College of Computer Science and Technology, Zhejiang University); Jianfeng Zhang (Noah’s Ark Lab, Huawei Technologies Ltd.); Lujia Pan (Noah’s Ark Lab, Huawei Technologies Ltd.) |
| LitFM: A Retrieval Augmented Structure-aware Foundation Model For Citation Graphs DOI: https://doi.org/10.1145/3711896.3737028 |
| Jiasheng Zhang (University of Electronic Science and Technology of China); Ali Maatouk (Yale University); Jialin Chen (Yale University); Ngoc Bui (Yale University); Qianqian Xie (Yale University); Leandros Tassiulas (Yale University); Hua Xu (Yale University); Jie Shao (University of Electronic Science and Technology of China); Rex Ying (Yale University) |
| LLM2Rec: Large Language Models Are Powerful Embedding Models for Sequential Recommendation DOI: https://doi.org/10.1145/3711896.3737029 |
| Yingzhi He,Xiaohao Liu,An Zhang,Yunshan Ma,Tat-Seng Chua |
| LLMs Are Noisy Oracles! LLM-based Noise-aware Graph Active Learning for Node Classification DOI: https://doi.org/10.1145/3711896.3737030 |
| Zeang Sheng (School of CS & Key Lab of High Confidence Software Technologies (MOE), Peking University); Weiyang Guo (Yingcai Honors College, University of Electronic Science and Technology of China); Yingxia Shao (School of CS, Beijing University of Posts and Telecommunications); Wentao Zhang (Center of Machine Learning Research, Peking University); Bin Cui (School of CS & Key Lab of High Confidence Software Technologies (MOE), Peking University,Institute of Computational Social Science, Peking University (Qingdao)) |
| Local Homophily-Aware Graph Neural Network with Adaptive Polynomial Filters for Scalable Graph Anomaly Detection DOI: https://doi.org/10.1145/3711896.3737031 |
| Zengyi Wo (School of New Media and Communication, Tianjin University); Minglai Shao (School of New Media and Communications, Tianjin University); Shiyu Zhang (College of Intelligence and Computing, Tianjin University); Ruijie Wang (School of Computer Science and Engineering, Beihang Univerisity) |
| Logical Anomaly Detection with Text-based Logic via Component-Aware Contrastive Language-Image Training DOI: https://doi.org/10.1145/3711896.3737032 |
| Seung-eon Lee (School of Undergraduate, DGIST,ENERZAi); Soopil Kim (Robots and Mechatronics Engineering, DGIST,Division of Intelligent Robot, DGIST); Sion An (Robotics and Mechatronics Engineering, DGIST); Sang-Chul Lee (Division of Nanotechnology, DGIST); Sang Hyun Park (Robotics and Mechatronics Engineering, DGIST,The Interdisciplinary Studies of Artificial Intelligence, DGIST) |
| Loss or Gain: Hierarchical Conditional Information Bottleneck Approach for Incomplete Time Series Classification DOI: https://doi.org/10.1145/3711896.3737033 |
| Shuo Zhang (School of Computer Science and Technology, Beijing Jiaotong University); Jing Wang (School of Computer Science and Technology, Beijing Jiaotong University,Key Laboratory of Big Data & Artificial Intelligence in Transportation, Ministry of Education); Shiqin Nie (School of Computer Science and Technology, Beijing Jiaotong University); Jinghang Yue (School of Computer Science and Technology, Beijing Jiaotong University); Weikang Zhu (School of Computer Science and Technology, Beijing Jiaotong University); Youfang Lin (School of Computer Science and Technology, Beijing Jiaotong University,Beijing Key Laboratory of Traffic Data Mining and Embodied Intelligence) |
| Lossless Set Compression by Binary Tree Coding DOI: https://doi.org/10.1145/3711896.3737034 |
| Longtao Tang (Department of Data Science, City University of Hong Kong); Ying Zhou (Department of Economics and Finance, City University of Hong Kong); Yu Yang (Department of Data Science, City University of Hong Kong) |
| Lost in Sequence: Do Large Language Models Understand Sequential Recommendation? DOI: https://doi.org/10.1145/3711896.3737035 |
| Sein Kim (KAIST); HongSeok Kang (KAIST); Kibum Kim (KAIST); Jiwan Kim (KAIST); Donghyun Kim (NAVER Corperation); Min-Chul Yang (NAVER Corperation); Kwangjin Oh (NAVER Corperation); Julian McAuley (University of California, San Diego); Chanyoung Park (KAIST) |
| LSRP: A Leader–Subordinate Retrieval Framework for Privacy-Preserving Cloud–Device Collaboration DOI: https://doi.org/10.1145/3711896.3737036 |
| Yingyi Zhang (Dalian University of Technology,City University of Hong Kong); Pengyue Jia (City University of Hong Kong); Xianneng Li (Dalian University of Technology); Derong Xu (University of Science and Technology of China,City University of Hong Kong); Maolin Wang (City University of Hong Kong); Yichao Wang (Huawei Noah’s Ark Lab); Zhaocheng Du (Huawei Noah’s Ark Lab); Huifeng Guo (Huawei Noah’s Ark Lab); Yong Liu (Huawei Noah’s Ark Lab); Ruiming Tang (Huawei Noah’s Ark Lab); Xiangyu Zhao (City University of Hong Kong) |
| FedGuCci: Making Local Models More Connected in Landscape for Federated Learning DOI: https://doi.org/10.1145/3711896.3737037 |
| Zexi Li (University of Cambridge,Zhejiang University); Jie Lin (Zhejiang University); Zhiqi Li (Georgia Institute of Technology); Didi Zhu (Zhejiang University); Tao Shen (Zhejiang University); Tao Lin (Westlake University); Chao Wu (Zhejiang University); Nicholas D. Lane (University of Cambridge) |
| MapExplorer: New Content Generation from Low-Dimensional Visualizations DOI: https://doi.org/10.1145/3711896.3737038 |
| Xingjian Zhang (School of Information, University of Michigan – Ann Arbor); Ziyang Xiong (College of Engineering, University of Michigan – Ann Arbor); Shixuan Liu (Computer Science and Engineering, University of Michigan – Ann Arbor); Yutong Xie (School of Information, University of Michigan); Tolga Ergen (Ann Arbor Center, LG AI Research); Dongsub Shim (R&D, LG AI Research); Hua Xu (Yale School of Medicine, Yale University); Honglak Lee (Computer Science and Engineering, University of Michigan – Ann Arbor,R&D, LG AI Research); Qiaozhu Mei (School of Information, University of Michigan) |
| Marionette: Fine-Grained Conditional Generative Modeling of Spatiotemporal Human Trajectory Data Beyond Imitation DOI: https://doi.org/10.1145/3711896.3737039 |
| Bangchao Deng (University of Macau); Ling Ding (University of Macau); Lianhua Ji (University of Macau); Chunhua Chen (University of Macau); Xin Jing (University of Macau); Bingqing Qu (Beijing Normal-Hong Kong Baptist University); Dingqi Yang (University of Macau) |
| Match: A Maximum-Likelihood Approach for Classification under Label Shift DOI: https://doi.org/10.1145/3711896.3737040 |
| Zahra Donyavi (School of Computer science and Engineering, University of New South Wales); Feiyu Li (School of Computer Science and Engineering, University of New South Wales); Yunrui Zhang (School of Computer Science and Engineering, University of New South Wales); Diego Furtado Silva (Instituto de Ciências Matemáticas e de Computação, Universidade de São Paulo); Gustavo Enrique Batista (School of Computer Science and Engineering, University of New South Wales) |
| Maximum Degree-Based Quasi-Clique Search via an Iterative Framework DOI: https://doi.org/10.1145/3711896.3737041 |
| Hongbo Xia (Harbin Institute of Technology, Shenzhen); Kaiqiang Yu (Nanyang Technological University); Shengxin Liu (Harbin Institute of Technology, Shenzhen); Cheng Long (Nanyang Technological University); Xun Zhou (Harbin Institute of Technology, Shenzhen,Pengcheng Laboratory) |
| MDVT: Enhancing Multimodal Recommendation with Model-Agnostic Multimodal-Driven Virtual Triplets DOI: https://doi.org/10.1145/3711896.3737042 |
| Jinfeng Xu (Department of Electrical and Electronic Engineering, The University of Hong Kong); Zheyu Chen (Department of Electrical and Electronic Engineering, The Hong Kong Polytechnic University); Jinze Li (The Department of Electrical and Electronic Engineering, The University of Hong Kong); Shuo Yang (Department of Electrical and Electronic Engineering, The University of Hong Kong); Hewei Wang (Robotics Institute, Carnegie Mellon University); Yijie Li (Robotics Institute, Carnegie Mellon University); Mengran Li (School of Intelligent Systems Engineering, Sun Yat-sen University); Puzhen Wu (Population Health Sciences, Weill Cornell Medicine, Cornell University); Edith C. H. Ngai (Department of Electrical and Electronic Engineering, University of Hong Kong) |
| Measure Domain’s Gap: A Similar Domain Selection Principle for Multi-Domain Recommendation DOI: https://doi.org/10.1145/3711896.3737043 |
| Yi Wen (City University of Hong Kong); Yue Liu (National University of Singapore); Derong Xu (City University of Hong Kong); Huishi Luo (Institute of Artificial Intelligence); Pengyue Jia (City University of Hong Kong); Yiqing Wu (Institution of Computation, Chinese Academy of Sciences); Siwei Wang (Intelligent Game and Decision Lab); Ke Liang (National University of Defense Technology); Maolin Wang (City University of Hong Kong); Yiqi Wang (National University of Defense Technology); Fuzhen Zhuang (Ins, Beihang University,State Key Laboratory of Complex & Critical Software Environment); Xiangyu Zhao (City University of Hong Kong) |
| Measuring Item Freshness in Data Streams DOI: https://doi.org/10.1145/3711896.3737044 |
| Zirui Liu (National Key Laboratory for Multimedia Information Processing, School of Computer Science, Peking University); Zihan Jiang (National Key Laboratory for Multimedia Information Processing, School of Computer Science, Peking University); An Zhang (National Key Laboratory for Multimedia Information Processing, School of Computer Science, Peking University); Zhouran Shi (The Hong Kong University of Science and Technology); Yuxuan Tian (National Key Laboratory for Multimedia Information Processing, School of Computer Science, Peking University); Tong Yang (National Key Laboratory for Multimedia Information Processing, School of Computer Science, Peking University) |
| MedDiTPro: A Prompt-Guided Diffusion Transformer for Multimodal Longitudinal Medical Data Synthesis DOI: https://doi.org/10.1145/3711896.3737045 |
| Yuan Zhong (The Pennsylvania State University); Xiaochen Wang (The Pennsylvania State University); Jiaqi Wang (The Pennsylvania State University); Xiaokun Zhang (City University of Hong Kong); Fenglong Ma (The Pennsylvania State University) |
| Merlin: Multi-View Representation Learning for Robust Multivariate Time Series Forecasting with Unfixed Missing Rates DOI: https://doi.org/10.1145/3711896.3737046 |
| Chengqing Yu (Institute of Computing Technology, Chinese Academy of Sciences,State Key Laboratory of AI Safety, University of Chinese Academy of Sciences); Fei Wang (Institute of Computing Technology, Chinese Academy of Sciences,State Key Laboratory of AI Safety, University of Chinese Academy of Sciences); Chuanguang Yang (Institute of Computing Technology, Chinese Academy of Sciences,State Key Laboratory of AI Safety); Zezhi Shao (Institute of Computing Technology, Chinese Academy of Sciences,State Key Laboratory of AI Safety); Tao Sun (Institute of Computing Technology, Chinese Academy of Sciences,State Key Laboratory of AI Safety); Tangwen Qian (Institute of Computing Technology, Chinese Academy of ScienceS,State Key Laboratory of AI Safety); Wei Wei (School of Computer Science and Technology, Huazhong University of Science and Technology); Zhulin An (Institute of Computing Technology, Chinese Academy of Sciences,State Key Laboratory of AI Safety, University of Chinese Academy of Sciences); Yongjun Xu (Institute of Computing Technology, Chinese Academy of Sciences,State Key Laboratory of AI Safety, University of Chinese Academy of Sciences) |
| MetaEformer: Unveiling and Leveraging Meta-Patterns for Complex and Dynamic Systems Load Forecasting DOI: https://doi.org/10.1145/3711896.3737047 |
| Shaoyuan Huang (Tianjin University); Tiancheng Zhang (Tianjin University); Zhongtian Zhang (Tianjin University); Xiaofei Wang (Tianjin University); Lanjun Wang (Tianjin University); Xin Wang (Tianjin University) |
| MicroAdapt: Self-Evolutionary Dynamic Modeling Algorithms for Time-evolving Data Streams DOI: https://doi.org/10.1145/3711896.3737048 |
| Yasuko Matsubara (SANKEN, Osaka University); Yasushi Sakurai (SANKEN, Osaka University) |
| Mitigating Data Imbalance in Time Series Classification Based on Counterfactual Minority Samples Augmentation DOI: https://doi.org/10.1145/3711896.3737049 |
| Lei Wang (School of Big Data and Software Engineering, Chongqing University); Shanshan Huang (School of Big Data and Software Engineering, Chongqing University); Chunyuan Zheng (School of Mathematical Sciences, Peking University); Jun Liao (School of Big Data and Software Engineering, Chongqing University); Xiaofei Zhu (School of Computer Science and Engineering, Chongqing University of Technology); Haoxuan Li (Center for Data Science, Peking University); Li Liu (School of Big Data and Software Engineering, Chongqing University) |
| Mitigating Source Label Dependency in Time-Series Domain Adaptation under Label Shifts DOI: https://doi.org/10.1145/3711896.3737050 |
| Jihye Na (School of Computing, Korea Advanced Institute of Science & Technology); Youngeun Nam (School of Computing, Korea Advanced Institute of Science and Technology); Junhyeok Kang (LG AI Research); Jae-Gil Lee (School of Computing, Korea Advanced Institute of Science and Technology) |
| MockLLM: A Multi-Agent Behavior Collaboration Framework for Online Job Seeking and Recruiting DOI: https://doi.org/10.1145/3711896.3737051 |
| Hongda Sun (Gaoling School of Artificial Intelligence, Renmin University of China); Hongzhan Lin (Engineering Research Center of Next-Generation Intelligent Search and Recommendation, Ministry of Education); Haiyu Yan (University of Chinese Academy of Sciences); Yang Song (Nanbeige Lab, BOSS Zhipin); Xin Gao (King Abdullah University of Science and Technology); Rui Yan (Gaoling School of Artificial Intelligence, Renmin University of China,School of Artificial Intelligence, Wuhan University) |
| Modality-Aware Diffusion Augmentation with Consistent Subspace Disentanglement for Session-based Recommendation DOI: https://doi.org/10.1145/3711896.3737052 |
| Jiajie Su (Department of Computer Science, Zhejiang University); Chaochao Chen (Department of Computer Science, Zhejiang University); Weiming Liu (Tiktok Bytedance); Yuhang Wang (School of Computer Science and Technology, Wuhan University of Science and Technology); Yihao Wang (School of Software Technology, Zhejiang University); Zheqi Lv (Department of Computer Science, Zhejiang University); Xiaolin Zheng (Department of Computer Science, Zhejiang University); Jianwei Yin (Department of Computer Science, Zhejiang University) |
| MoDiff – Graph Generation with Motif-aware Diffusion Model DOI: https://doi.org/10.1145/3711896.3737053 |
| Yuwei Xu (School of Data Science, The Chinese University of Hong Kong, Shenzhen); Chenhao Ma (School of Data Science, The Chinese University of Hong Kong, Shenzhen) |
| Monitoring Robustness and Individual Fairness DOI: https://doi.org/10.1145/3711896.3737054 |
| Ashutosh Gupta (IIT Bombay); Thomas A. Henzinger (Institute of Science and Technology Austria); Konstantin Kueffner (Institute of Science and Technology Austria); Kaushik Mallik (–, IMDEA Software Institute); David Pape (Department of Computer Science, Paris Lodron University of Salzburg) |
| MOSS: Multi-Objective Optimization for Stable Rule Sets DOI: https://doi.org/10.1145/3711896.3737055 |
| Brian Liu (Operations Research Center, Massachusetts Institute of Technology); Rahul Mazumder (Sloan School of Management, Massachusetts Institute of Technology) |
| MOTTO: A Mixture-of-Experts Framework for Multi-Treatment, Multi-Outcome Treatment Effect Estimation DOI: https://doi.org/10.1145/3711896.3737056 |
| Yiling Liu (Duke University); Wei Shi (AI at Meta); Chen Fu (AI at Meta); Ziyang Jiang (AI at Meta); Zhigang Hua (AI at Meta); David Carlson (Duke University) |
| MSHTrans: Multi-Scale Hypergraph Transformer with Time-Series Decomposition for Temporal Anomaly Detection DOI: https://doi.org/10.1145/3711896.3737057 |
| Zhaoliang Chen (Hong Kong Baptist University); Zhihao Wu (Zhejiang University); William K. Cheung (Hong Kong Baptist University); Hong-Ning Dai (Hong Kong Baptist University); Byron Choi (Hong Kong Baptist University); Jiming Liu (Hong Kong Baptist University) |
| MTM: A Multi-Scale Token Mixing Transformer for Irregular Multivariate Time Series Classification DOI: https://doi.org/10.1145/3711896.3737058 |
| Shuhan Zhong (Department of Computer Science and Engineering, The Hong Kong University of Science and Technology); Weipeng Zhuo (Department of Computer Science, Beijing Normal-Hong Kong Baptist University); Sizhe Song (Department of Computer Science and Engineering, The Hong Kong University of Science and Technology); Guanyao Li (Guangzhou Urban Planning and Design Survey Research Institute); Zhongyi Yu (Department of Computer Science, Beijing Normal-Hong Kong Baptist University); S.-H. Gary Chan (Department of Computer Science and Engineering, The Hong Kong University of Science and Technology) |
| Multi-Grained Preference Enhanced Transformer for Multi-Behavior Sequential Recommendation DOI: https://doi.org/10.1145/3711896.3737059 |
| Chuan He (Zhejiang University of Technology); Yongchao Liu (Ant Group); Qiang Li (Zhejiang University of Technology); Weiqiang Wang (Ant Group); Xing Fu (Ant Group); Xinyi Fu (Ant group); Chuntao Hong (Ant Group); Xinwei Yao (Zhejiang University of Technology) |
| Multi-level Mixture of Experts for Multimodal Entity Linking DOI: https://doi.org/10.1145/3711896.3737060 |
| Zhiwei Hu (Shanxi University, Shanxi University); Victor Gutierrez Basulto (School of Computer Science and Informatics, Cardiff University); Zhiliang Xiang (School of Computer Science and Informatics, Cardiff University); Ru Li (Shanxi University, Shanxi University); Jeff Z. Pan (School of Informatics, University of Edinburgh, University of Edinburgh) |
| Multi-scale Physics-informed Transformer With Spatio-temporal Feature Adapter For Extreme Precipitation Nowcasting DOI: https://doi.org/10.1145/3711896.3737061 |
| Jingyuan Zheng (Hangzhou Dianzi University); Xin Zhang (Hangzhou Dianzi University); Zhilin Qi (Hangzhou Dianzi University); Ruiang Qiu (Hangzhou Dianzi University); Dongjing Wang (Hangzhou Dianzi University); Haiping Zhang (Hangzhou Dianzi University); Dongjin Yu (Hangzhou Dianzi University) |
| Multimodal Conditional Retrieval with High Controllability DOI: https://doi.org/10.1145/3711896.3737062 |
| Xiaoda Yang (School of Software Technology, Zhejiang University); Xize Cheng (Zhejiang University); Minghui Fang (Zhejiang University); Hongshun Qiu (College of Computer Science, Beijing University of Technology); Yuhang Ma (ByteDance Inc.); JunYu Lu (China Merchants Research Institute of Advance Technology); Jiaqi Duan (School of Electronic and Information Engineering, Suzhou University of Technology); Sihang Cai (Zhejiang University); Zehan Wang (Zhejiang University); Ruofan Hu (Zhejiang University); Dongjie Fu (School of Software Technology, Zhejiang University); Zhou Zhao (Zhejiang University); Tao Jin (Zhejiang University) |
| Network Interdiction Goes Neural DOI: https://doi.org/10.1145/3711896.3737063 |
| Lei Zhang (Northern Illinois University); Zhiqian Chen (Mississippi State University); Chang-Tien Lu (Virginia Tech); Liang Zhao (Emory University) |
| Non-exchangeable Conformal Prediction for Temporal Graph Neural Networks DOI: https://doi.org/10.1145/3711896.3737064 |
| Tuo Wang (Department of Computer Science, Virginia Polytechnic Institute and State University); Jian Kang (Department of Computer Science, University of Rochester); Yujun Yan (Dartmouth College); Adithya Kulkarni (Virginia Polytechnic Institute and State University); Dawei Zhou (Virginia Polytechnic Institute and State University) |
| Normalized Space Alignment: A Versatile Metric for Representation Analysis DOI: https://doi.org/10.1145/3711896.3737065 |
| Danish Ebadulla (UC Santa Barbara); Aditya Gulati (UC Santa Barbara); Ambuj Singh (UC Santa Barbara) |
| Offline Trajectory Optimization for Offline Reinforcement Learning DOI: https://doi.org/10.1145/3711896.3737066 |
| Ziqi Zhao (Shandong University); Zhaochun Ren (Leiden University); Liu Yang (Shandong University); Yunsen Liang (Department of Computer Science, Shandong University); Fajie Yuan (ai, Westlake University); Pengjie Ren (Information Institute, Shandong University); Zhumin Chen (Shandong University); Jun Ma (Computer Science and Technology, Shandong University); Xin Xin (Shandong University) |
| Oldie but Goodie: Re-illuminating Label Propagation on Graphs with Partially Observed Features DOI: https://doi.org/10.1145/3711896.3737067 |
| Sukwon Yun (Department of Computer Science, University of North Carolina at Chapel Hill); Xin Liu (Intelligent Platforms Research Institute, AIST, National Institute of Advanced Industrial Science and Technology); Yunhak Oh (Data Science, Korea Advanced Institute of Science & Technology); Junseok Lee (KAIST); Tianlong Chen (CS, University of North Carolina at Chapel Hill); Tsuyoshi Murata (Department of Computer Science, Institute of Science Tokyo); Chanyoung Park (Industrial and Systems Engineering, Korea Advanced Institute of Science & Technology) |
| On the Role of Weight Decay in Collaborative Filtering: A Popularity Perspective DOI: https://doi.org/10.1145/3711896.3737068 |
| Donald Loveland (University of Michigan, Ann Arbor); Mingxuan Ju (Snap Inc.); Tong Zhao (Snap Inc.); Neil Shah (Snap Inc.); Danai Koutra (University of Michigan, Ann Arbor) |
| On the Scalability of Temporal Relative Positional Encoding for Dynamic Link Prediction DOI: https://doi.org/10.1145/3711896.3737069 |
| Ke Cheng (CCSE lab, Beihang University); Linzhi Peng (CCSE lab, Beihang University); Pengyang Wang (Computer and Information Science, University of Macau); Heng Chang (Huawei Technologies Co., Ltd); Junchen Ye (School of Transportation Science and Engineering, Beihang University); Bowen Du (School of Transportation Science and Engineering, Beihang University,Zhongguancun Laboratory) |
| One-shot Multi-view Visual Conversational Recommendation DOI: https://doi.org/10.1145/3711896.3737070 |
| Noriaki Kawamae |
| Optimising Budget Management via Primal-Dual Approximation with Constrained Polynomial Weights Update DOI: https://doi.org/10.1145/3711896.3737071 |
| Dmitrii Moor (Spotify); Per Berglund (Spotify); Hannes Karlbom (Spotify); Zhenwen Dai (Spotify); Kyle Kretschman (Spotify); Mounia Lalmas (Spotify) |
| Pairwise Sample Complexity for Fair Active Ranking with Cascaded Norm Objectives DOI: https://doi.org/10.1145/3711896.3737072 |
| Sruthi Gorantla (Computer Science and Automation, Indian Institute of Science); Sara Ahmadian (Google Research) |
| Paper-Level Computerized Adaptive Testing for High-Stakes Examination via Multi-Objective Optimization DOI: https://doi.org/10.1145/3711896.3737073 |
| Mingjia Li (East China Normal University); Junkai Tong (East China Normal University); Yiyang Huang (East China Normal University); Yifei Ding (East China Normal University); Hong Qian (East China Normal University); Aimin Zhou (East China Normal University) |
| PARSIFAL: Private and Robust Sign Federated Learning DOI: https://doi.org/10.1145/3711896.3737074 |
| Runze Lei (MoE Key Lab for Intelligent Networks and Network Security, Xi’an Jiaotong University); Pinghui Wang (Xi’an Jiaotong University); Juxiang Zeng (XJTU, Xi’an Jiaotong University); Chenxu Wang (School of Software Engineering, Xi’an Jiaotong University); Hongbin Pei (School of Cyber Science and Engineering, Xi’an Jiaotong University); Junzhou Zhao (Cyber Science, Xi’an Jiaotong University) |
| Partition-wise Graph Filtering: A Unified Perspective Through the Lens of Graph Coarsening DOI: https://doi.org/10.1145/3711896.3737075 |
| Guoming Li (Mohamed bin Zayed University of Artificial Intelligence); Jian Yang (University of Chinese Academy of Sciences); Yifan Chen (Hong Kong Baptist University) |
| Paths to Causality: Finding Informative Subgraphs Within Knowledge Graphs for Knowledge-Based Causal Discovery DOI: https://doi.org/10.1145/3711896.3737076 |
| Yuni Susanti (Fujitsu Limited); Michael Färber (ScaDS.AI, TU Dresden) |
| PDMC: Generating Feasible Algorithmic Recourse via Perturbation Data Manifold Constraint DOI: https://doi.org/10.1145/3711896.3737077 |
| Zimu Wang (Tsinghua University); Hao Zou (Tsinghua University); Han Yu (Tsinghua University); Shaohua Fan (Tsinghua University); Haotian Wang (National University of Defense Technology); Yue He (Renmin University of China); Peng Cui (Tsinghua University) |
| Performative Time-Series Forecasting DOI: https://doi.org/10.1145/3711896.3737078 |
| Zhiyuan Zhao (College of Computing, Georgia Institute of Technology); Haoxin Liu (College of Computing, Georgia Institute of Technology); Alexander Rodríguez (Computer Science and Engineering, University of Michigan); B. Aditya Prakash (College of Computing, Georgia Institute of Technology) |
| PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching DOI: https://doi.org/10.1145/3711896.3737079 |
| Haotong Du (School of Computer Science, Northwestern Polytechnical University); Yaqing Wang (Artificial Intelligence and Machine Learning, Beijing Institute of Mathematical Sciences and Applications); Fei Xiong (Meituan); Lei Shao (Meituan); Ming Liu (Meituan); Hao Gu (DianPing, Meituan); Quanming Yao (Tsinghua University); Zhen Wang (School of Cybersecurity, Northwestern Polytechnical University) |
| Persona Identification in E-Commerce with Scarce Labels and In-Context Graph Learning DOI: https://doi.org/10.1145/3711896.3737080 |
| Anjali Gupta (Computer Science and Engineering, Indian Institute of Technology Delhi); Prashant Kumar (School of Infomation Technology, Indian Institute of Technology Delhi); Aniket Mishra (Computer Science and Engineering, Indian Institute of Technology Delhi); Abhishek Singh (Data Science, Flipkart Internet Pvt Ltd); Surender Kumar (Data Science, Flipkart Internet Pvt Ltd); Muthusamy Chelliah (Data Science, Flipkart Internet Pvt Ltd); Abhijnan Chakraborty (Computer Science and Engineering, Indian Institute of Technology Kharagpur); Sayan Ranu (Computer Science and Engineering, Indian Institute of Technology Delhi) |
| Physics-Guided Learning of Meteorological Dynamics for Weather Downscaling and Forecasting DOI: https://doi.org/10.1145/3711896.3737081 |
| Yingtao Luo (Carnegie Mellon University); Shikai Fang (Microsoft Research Asia); Binqing Wu (Zhejiang University); Qingsong Wen (Squirrel Ai Learning); Liang Sun (DAMO Academy, Alibaba Group) |
| Player-Team Heterogeneous Interaction Graph Transformer for Soccer Outcome Prediction DOI: https://doi.org/10.1145/3711896.3737082 |
| Lintao Wang (School of Computer Science, The University of Sydney); Shiwen Xu (The University of Sydney); Michael Horton (Stats Perform Limited); Joachim Gudmundsson (School of Computer Science, The University of Sydney); Zhiyong Wang (School of Computer Science, The University of Sydney) |
| PMKLC: Parallel Multi-Knowledge Learning-based Lossless Compression for Large-Scale Genomics Database DOI: https://doi.org/10.1145/3711896.3737083 |
| Hui Sun (College of C.S., Nankai University,College of CCSD, Nanyang Technological University); Yanfeng Ding (College of C.S., Nankai-Baidu Joint Lab, TMCC, SysNet, DISSec, GTIISC, Nankai University); Liping Yi (College of C.S., Nankai University,College of CCSD, Nanyang Technological University); Huidong Ma (College of C.S., Nankai-Baidu Joint Lab, TMCC, SysNet, DISSec, GTIISC, Nankai University); Gang Wang (College of C.S., Nankai-Baidu Joint Lab, TMCC, SysNet, DISSec, GTIISC, Nankai University); Xiaoguang Liu (College of C.S., Nankai-Baidu Joint Lab, TMCC, SysNet, DISSec, GTIISC, Nankai University); Cheng Zhong (School of Computer, Electronics and Information, Guangxi University); Wentong Cai (College of CCSD, Nanyang Technological University) |
| Position-Aware Neighbor Aggregation for Dynamic Link Prediction DOI: https://doi.org/10.1145/3711896.3737084 |
| Yumeng Zhou (CCSE Lab, Beihang University); Mingzhe Liu (CCSE Lab, Beihang University); Leilei Sun (CCSE Lab, Beihang University); Yifei Huang (CCSE Lab, Beihang University); Liangzhe Han (CCSE Lab, Beihang University); Chuanren Liu (The University of Tennessee); Tongyu Zhu (CCSE Lab, Beihang University) |
| PPA-Game: Characterizing and Learning Competitive Dynamics Among Online Content Creators DOI: https://doi.org/10.1145/3711896.3737085 |
| Renzhe Xu (MoE Key Laboratory of Interdisciplinary Research of Computation and Economics, ITCS, Shanghai University of Finance and Economics); Haotian Wang (College of Computer Science and Technology, National University of Defense Technology); Xingxuan Zhang (Department of Computer Science and Technology, Tsinghua University); Bo Li (School of Economics and Management, Tsinghua University); Peng Cui (Department of Computer Science and Technology, Tsinghua University) |
| Practical contextual bandits for large-scale structured discrete constrained optimization problems DOI: https://doi.org/10.1145/3711896.3737086 |
| Pavithra Harsha (IBM Research); Chitra Subramanian (IBM Research); Naoki Abe (IBM Research); Shivaram Subramanian (IBM Research); Amadou Ba (IBM Research); Kevin Arturo Fernandez Roman (IBM CIO); Mauricio Longinos Garrido (IBM CIO); Chandrasekhar Narayanaswami (IBM Research) |
| Predicting the Dynamics of Complex System via Multiscale Diffusion Autoencoder DOI: https://doi.org/10.1145/3711896.3737087 |
| Ruikun Li (Shenzhen International Graduate School, Tsinghua University); Jingwen Cheng (Department of Electronic Engineering BNRist, Tsinghua University); Huandong Wang (Department of Electronic Engineering BNRist, Tsinghua University); Qingmin Liao (Shenzhen International Graduate School, Tsinghua University); Yong Li (Department of Electronic Engineering BNRist, Tsinghua University) |
| Preference-Optimized Retrieval and Ranking for Efficient Multimodal Recommendation DOI: https://doi.org/10.1145/3711896.3737088 |
| Zhenrui Yue (University of Illinois Urbana-Champaign); Huimin Zeng (University of Illinois Urbana-Champaign); Yueqi Wang (UC Berkley); Julian McAuley (UC San Diego); Dong Wang (University of Illinois at Urbana-Champaign) |
| PreGIP: Watermarking the Pretraining of Graph Neural Networks for Deep IP Protection DOI: https://doi.org/10.1145/3711896.3737089 |
| Enyan Dai (AI Thrust, HKUST (GZ)); Minhua Lin (College of Information Sciences and Technology, Pennsylvania State University); Suhang Wang (College of Information Sciences and Technology, Pennsylvania State University) |
| Progressive Stacking for Scalable Graph Condensation DOI: https://doi.org/10.1145/3711896.3737090 |
| Yibing Bai (Laboratory of Dependable Service Computing in Cyber Physical Society (Chongqing University), Ministry of Education); Min Gao (Laboratory of Dependable Service Computing in Cyber Physical Society (Chongqing University), Ministry of Education); Zongwei Wang (Laboratory of Dependable Service Computing in Cyber Physical Society (Chongqing University), Ministry of Education); Xinyi Gao (University of Queensland); Wentao Li (University of Leicester) |
| Prompt as a Double-Edged Sword: A Dynamic Equilibrium Gradient-Assigned Attack against Graph Prompt Learning DOI: https://doi.org/10.1145/3711896.3737091 |
| Ju Jia (School of Cyber Science and Engineering, Southeast University,Engineering Research Center of Blockchain Application, Supervision and Management (Southeast University), Ministry of Education); Jingxuan Yu (School of Cyber Science and Engineering, Southeast University); Di Wu (School of Mathematics, Physics and Computing, University of Southern Queensland); Cong Wu (Department of Electrical and Electronic Engineering, University of Hong Kong); Hengjie Zhu (University of the Chinese Academy of Sciences); Lina Wang (Wuhan University) |
| Proximity Matters: Local Proximity Enhanced Balancing for Treatment Effect Estimation DOI: https://doi.org/10.1145/3711896.3737092 |
| Hao Wang (Zhejiang University); Zhichao Chen (Zhejiang University); Zhaoran Liu (Zhejiang University); Xu Chen (Gaoling School of Artificial Intelligence, Renmin University of China); Haoxuan Li (Center for Data Science, Peking University); Zhouchen Lin (School of Intelligence Science and Technology, Peking University) |
| Proxy-Validated Importance-Aware Federated Sample Selection with Meta Learning DOI: https://doi.org/10.1145/3711896.3737093 |
| Yan Zhang (Center for Data Science, Zhejiang University); Xiaoye Miao (Center for Data Science, Zhejiang University); Bin Li (Center for Data Science, Zhejiang University); Yangyang Wu (School of Software Technology, Zhejiang University); Yongheng Shang (School of Computer Science and Technology, Zhejiang University) |
| PSSketch: Finding Persistent and Sparse Flow with High Accuracy and Efficiency DOI: https://doi.org/10.1145/3711896.3737094 |
| Jiayao Wang (National University of Defense Technology); Qilong Shi (Tsinghua University); Xiyan Liang (Nankai University); Han Wang (Peng Cheng Laboratory); Wenjun Li (Peng Cheng Laboratory); Ziling Wei (National University of Defense Technology); Weizhe Zhang (Harbin Institute of Technology); Shuhui Chen (National University of Defense Technology) |
| PuzzleTensor: A Method-Agnostic Data Transformation for Compact Tensor Factorization DOI: https://doi.org/10.1145/3711896.3737095 |
| Yong-chan Park (Dept. of Computer Science and Engineering, Seoul National University); Kisoo Kim (Interdisciplinary Program in Artificial Intelligence, Seoul National University); U Kang (Computer Science and Engineering, Seoul National University) |
| Quantizing Text-attributed Graphs for Semantic-Structural Integration DOI: https://doi.org/10.1145/3711896.3737096 |
| Jianyuan Bo (Singapore Management University); Hao Wu (Beijing Normal University); Yuan Fang (Singapore Management University) |
| Quick Draw Bandits: Quickly Optimizing in Nonstationary Environments with Extremely Many Arms DOI: https://doi.org/10.1145/3711896.3737097 |
| Derek Everett (Booz Allen Hamilton); Fred Lu (Booz Allen Hamilton); Edward Raff (Booz Allen Hamilton); Fernando Camacho (Laboratory for Physical Sciences); James Holt (Laboratory for Physical Sciences) |
| Range-limited Augmentation for Few-shot Learning in Tabular Data with Comprehensive Benchmark DOI: https://doi.org/10.1145/3711896.3737098 |
| Kyungeun Lee (Data Intelligence Lab, LG AI Research); Moonjung Eo (Data Intelligence Lab, LG AI Research); Hye-Seung Cho (Data intelligence Lab, LG AI Research); Min-Kook Suh (Data Intelligence Lab, LG AI Research); Seoyoon Kim (Data Intelligence Lab, LG AI Research); Ye Seul Sim (Data Intelligence Lab, LG AI Research); Suhee Yoon (Data Intelligence Lab, LG AI Research); Sanghyu Yoon (Data Intelligence Lab, LG AI Research); Woohyung Lim (Applied AI Research Group, LG AI Research) |
| Rank It, Then Ask It: Input Reranking for Maximizing the Performance of LLMs on Symmetric Tasks DOI: https://doi.org/10.1145/3711896.3737099 |
| Mohsen Dehghankar (University of Illinois Chicago); Abolfazl Asudeh (University of Illinois Chicago) |
| READ: Robust and Efficient Anomaly Detection under Data Contamination and Limited Supervision DOI: https://doi.org/10.1145/3711896.3737100 |
| Hongzhe Shou (School of Data Science & Engineering, East China Normal University); Guanyu Lu (School of Data Science & Engineering, East China Normal University); Martin Pavlovski (Samsung Ads, Samsung Electronics America); Fang Zhou (School of Data Science & Engineering, East China Normal University) |
| REDEEMing Modality Information Loss: Retrieval-Guided Conditional Generation for Severely Modality Missing Learning DOI: https://doi.org/10.1145/3711896.3737101 |
| Jian Lang (University of Electronic Science and Technology of China); Rongpei Hong (University of Electronic Science and Technology of China); Zhangtao Cheng (University of Electronic Science and Technology of China); Ting Zhong (University of Electronic Science and Technology of China); Yong Wang (Aiwen Tech,Hong Kong University of Science and Technology); Fan Zhou (University of Electronic Science and Technology of China,Key Laboratory of Intelligent Digital Media Technology of Sichuan Province) |
| Refining Labeling Functions with Limited Labeled Data DOI: https://doi.org/10.1145/3711896.3737102 |
| Chenjie Li (University of Illinois at Chicago); Amir Gilad (Hebrew University); Boris Glavic (University of Illinois at Chicago); Zhengjie Miao (Simon Fraser University); Sudeepa Roy (Duke University) |
| Rethinking Learner Modeling: A Feedback-Centric Cognitive Disentanglement Perspective DOI: https://doi.org/10.1145/3711896.3737103 |
| Xiaoshan Yu (School of Artificial Intelligence, Anhui University); Shangshang Yang (School of Computer Science and Technology, Anhui University); Jian Li (School of Artificial Intelligence, Anhui University); Ziwen Wang (School of Computer Science and Technology, Anhui University); Chuan Qin (Computer Network Information Center, Chinese Academy of Sciences,University of Chinese Academy of Sciences); Haiping Ma (State Key Laboratory of Opto-Electronic Information Acquisition and Protection Technology, Anhui University,Institutes of Physical Science and Information Technology, Anhui University); Xingyi Zhang (School of Computer Science and Technology, Anhui University) |
| Retrieving Intent-covering Demonstrations for Clarification Generation in Conversational Search Systems DOI: https://doi.org/10.1145/3711896.3737104 |
| Ziliang Zhao (Gaoling School of Artificial Intelligence, Renmin University of China); Changle Qu (Gaoling School of Artificial Intelligence, Renmin University of China); Zhicheng Dou (Gaoling School of Artificial Intelligence, Renmin University of China); Haonan Chen (Gaoling School of Artificial Intelligence, Renmin University of China); Jiajie Jin (Gaoling School of Artificial Intelligence, Renmin University of China) |
| Revisiting Clustering of Neural Bandits: Selective Reinitialization for Mitigating Loss of Plasticity DOI: https://doi.org/10.1145/3711896.3737105 |
| Zhiyuan Su (Gaoling School of Artificial Intelligence, Renmin University of China); Sunhao Dai (Gaoling School of Artifiical Intelligence, Renmin University of China); Xiao Zhang (Gaoling School of Artificial Intelligence, Renmin University of China) |
| Revisiting Feature Interactions from the Perspective of Quadratic Neural Networks for Click-through Rate Prediction DOI: https://doi.org/10.1145/3711896.3737106 |
| Honghao Li (Anhui University); Yiwen Zhang (Anhui University); Yi Zhang (Anhui University); Lei Sang (Anhui University); Jieming Zhu (Huawei Noah’s Ark Lab) |
| Revisiting Graph Adversarial Attack: A Perspective of Budget Optimization DOI: https://doi.org/10.1145/3711896.3737107 |
| Xiangchao Wen (School of Computer Science and Engineering, University of Electronic Science and Technology of China (UESTC)); Zhen Liu (School of Computer Science and Engineering, University of Electronic Science and Technology of China (UESTC)); Yuxin You (School of Computer Science and Engineering, University of Electronic Science and Technology of China (UESTC)) |
| Revisiting Self-Attention for Cross-Domain Sequential Recommendation DOI: https://doi.org/10.1145/3711896.3737108 |
| Clark Mingxuan Ju (Snap Inc.); Leonardo Neves (Snap Inc.); Bhuvesh Kumar (Snap Inc.); Liam Collins (Snap Inc.); Tong Zhao (Snap Inc.); Yuwei Qiu (Snap Inc.); Qing Dou (Snap Inc.); Sohail Nizam (Snap Inc.); Sen Yang (Snap Inc.); Neil Shah (Snap Inc.) |
| Rewarding Graph Reasoning Process makes LLMs more Generalized Reasoners DOI: https://doi.org/10.1145/3711896.3737109 |
| Miao Peng (The Hong Kong University of Science and Technology (Guangzhou)); Nuo Chen (The Hong Kong University of Science and Technology (Guangzhou)); Zongrui Suo (The Hong Kong University of Science and Technology (Guangzhou)); Jia Li (The Hong Kong University of Science and Technology (Guangzhou)) |
| Robust and Explainable Detector of Time Series Anomaly via Augmenting Multiclass Pseudo-Anomalies DOI: https://doi.org/10.1145/3711896.3737110 |
| Kohei Obata (SANKEN, University of Osaka); Yasuko Matsubara (SANKEN, University of Osaka); Yasushi Sakurai (SANKEN, University of Osaka) |
| Robust Data-Driven Auction Design DOI: https://doi.org/10.1145/3711896.3737111 |
| Qilong Lin (School of Computer Science, Shanghai Jiao Tong University); Yangsu Liu (Alimama, Alibaba Group); Dagui Chen (Alimama, Alibaba Group); Zhenzhe Zheng (School of Computer Science, Shanghai Jiaotong University); Jian Xu (Alimama, Alibaba Group); Bo Zheng (Alibaba Group); Fan Wu (School of Computer Science, Shanghai Jiao Tong University); Guihai Chen (Department of Computer Science, Shanghai Jiao Tong University) |
| Robust Tree-based Learned Vector Index with Query-aware Repartitioning DOI: https://doi.org/10.1145/3711896.3737112 |
| Wenqing Wei (University of Science and Technology of China,State Key Laboratory of Cognitive Intelligence); Defu Lian (University of Science and Technology of China,State Key Laboratory of Cognitive Intelligence); Qingshuai Feng (Great Bay University); Yongji Wu (University of California, Berkeley) |
| Robustness Evaluation of Graph-based News Detection Using Network Structural Information DOI: https://doi.org/10.1145/3711896.3737113 |
| Xianghua Zeng (State Key Laboratory of Software Development Environment, Beihang University); Hao Peng (State Key Laboratory of Software Development Environment, Beihang University); Angsheng Li (State Key Laboratory of Software Development Environment, Beihang University) |
| S3GA: Towards Scalable Self-Supervised Learning for Large Scale Graph Alignment DOI: https://doi.org/10.1145/3711896.3737114 |
| Wenqi Guo (School of Computer Science, Shanghai Jiao Tong University); Shikui Tu (School of Computer Science, Shanghai Jiao Tong University); Lei Xu (School of Computer Science, Shanghai Jiao Tong University,Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ)) |
| SAGE: Scale-Aware Gradual Evolution for Continual Knowledge Graph Embedding DOI: https://doi.org/10.1145/3711896.3737115 |
| Yifei Li (School of Computer Science and Technology, Xi’an Jiaotong University,Zhongguancun Academy); Lingling Zhang (School of Computer Science and Technology, Xi’an Jiaotong University); Hang Yan (School of Computer Science and Technology, Xi’an Jiaotong University); Tianzhe Zhao (School of Computer Science and Technology, Xi’an Jiaotong University); Zihan Ma (School of Computer Science and Technology, Xi’an Jiaotong University); Muye Huang (School of Computer Science and Technology, Xi’an Jiaotong University,Zhongguancun Academy); Jun Liu (School of Computer Science and Technology, Xi’an Jiaotong University) |
| Sampling-guided Heterogeneous Graph Neural Network with Temporal Smoothing for Scalable Longitudinal Data Imputation DOI: https://doi.org/10.1145/3711896.3737116 |
| Zhaoyang Zhang (School of Statistics, East China Normal University); Ziqi Chen (School of Statistics, East China Normal University); Qiao Liu (Department of Statistics, Stanford University); Jinhan Xie (Yunnan Key Laboratory of Statistical Modeling and Data Analysis, Yunnan University); Hongtu Zhu (Department of Biostatistics, Statistics, Computer Science and Genetics, University of North Carolina at Chapel Hill) |
| Scaling Transformers for Discriminative Recommendation via Generative Pretraining DOI: https://doi.org/10.1145/3711896.3737117 |
| Chunqi Wang (Alibaba International Digital Commercial Group); Bingchao Wu (Alibaba International Digital Commercial Group); Zheng Chen (Alibaba International Digital Commercial Group); Lei Shen (Alibaba International Digital Commercial Group); Bing Wang (Alibaba International Digital Commercial Group); Xiaoyi Zeng (Alibaba International Digital Commercial Group) |
| Score-based Generative Modeling for Conditional Independence Testing DOI: https://doi.org/10.1145/3711896.3737118 |
| Yixin Ren (Fudan University); Chenghou Jin (Fudan university); Yewei Xia (Fudan University); Li Ke (Alibaba Group); Longtao Huang (Alibaba Group); Hui Xue (Alibaba Group); Hao Zhang (SIAT, Chinese Academy of Sciences); Jihong Guan (Tongji University); Shuigeng Zhou (Fudan University) |
| SDE: A Simplified and Disentangled Dependency Encoding Framework for State Space Models in Time Series Forecasting DOI: https://doi.org/10.1145/3711896.3737119 |
| Zixuan Weng (The Hong Kong University of Science and Technology (Guangzhou)); Jindong Han (Academy of Interdisciplinary Studies, The Hong Kong University of Science and Technology); Wenzhao Jiang (The Hong Kong University of Science and Technology (Guangzhou)); Hao Liu (The Hong Kong University of Science and Technology (Guangzhou)) |
| Self-Regularization with Sparse Autoencoders for Controllable LLM-based Classification DOI: https://doi.org/10.1145/3711896.3737120 |
| Xuansheng Wu (School of Computing, University of Georgia); Wenhao Yu (Seattle Lab, Tencent AI Lab); Xiaoming Zhai (AI4STEM Education Center, University of Georgia); Ninghao Liu (School of Computing, University of Georgia) |
| Self-Supervised Continual Graph Learning via Adaptive Spaced Replay on Node Proxies DOI: https://doi.org/10.1145/3711896.3737121 |
| Zhen Peng (School of Computer Science and Technology, Xi’an Jiaotong University); Xu Hua (School of Computer Science and Technology, Xi’an Jiaotong University); Jingchen Hao (School of Computer Science and Technology, Xi’an Jiaotong University); Qika Lin (Saw Swee Hock School of Public Health, National University of Singapore); Bo Dong (School of Distance Education, Xi’an Jiaotong University); Chao Shen (School of Cyber Science and Engineering, Xi’an Jiaotong University) |
| Self-Tuning Self-Supervised Image Anomaly Detection DOI: https://doi.org/10.1145/3711896.3737122 |
| Jaemin Yoo (School of Electrical Engineering, KAIST); Lingxiao Zhao (Mistral AI); Leman Akoglu (Heinz College, Carnegie Mellon University) |
| Semantics-Aware Patch Encoding and Hierarchical Dependency Modeling for Long-Term Time Series Forecasting DOI: https://doi.org/10.1145/3711896.3737123 |
| Sijia Peng (Shanghai Key Lab of Data Science, College of Computer Science and Artificial Intelligence, Fudan University); Yun Xiong (Shanghai Key Lab of Data Science, College of Computer Science and Artificial Intelligence, Fudan University); Yangyong Zhu (Shanghai Key Lab of Data Science, College of Computer Science and Artificial Intelligence, Fudan University,Shanghai Data Research Institute); Zhiqiang Shen (Machine Learning Department, Mohamed bin Zayed University of Artificial Intelligence) |
| Separating Graph Generative Models via Degree Distributions DOI: https://doi.org/10.1145/3711896.3737124 |
| Daniel Alabi (University of Illinois Urbana-Champaign); Dimitris Kalimeris (Meta) |
| SepDiff: Self-Encoding Parameter Diffusion for Learning Latent Semantics DOI: https://doi.org/10.1145/3711896.3737125 |
| Zhangkai Wu (Macquarie University,University of Technology Sydney); Xuhui Fan (Macquarie University); Jin Li (University of Technology Sydney); Zhilin Zhao (Sun Yat-Sen University); Hui Chen (Macquarie University); Longbing Cao (Macquarie University) |
| SGD-DyG: Self-Reliant Global Dependency Apprehending on Dynamic Graphs DOI: https://doi.org/10.1145/3711896.3737126 |
| Minglian Han (College of Computer and Information Science, Southwest University); Ling Wang (School of Computer Science and Technology, Chongqing University of Posts and Telecommunications); Ye Yuan (College of Computer and Information Science, Southwest University); Xin Luo (College of Computer and Information Science, Southwest University) |
| Shapley Value-driven Data Pruning for Recommender Systems DOI: https://doi.org/10.1145/3711896.3737127 |
| Yansen Zhang (City University of Hong Kong); Xiaokun Zhang (City University of Hong Kong); Ziqiang Cui (City University of Hong Kong); Chen Ma (City University of Hong Kong) |
| SIGEM: A Simple yet Effective Similarity based Graph Embedding Method DOI: https://doi.org/10.1145/3711896.3737128 |
| Masoud Reyhani Hamedani (Institution for Artificial Intelligence Research, Hanyang University); Jeong-Seok Oh (Department of Artificial Intelligence, Hanyang University); Seong-Un Cho (Department of Computer and Software, Hanyang University); Sang-Wook Kim (Department of Computer Science, Hanyang University) |
| SILO: Semantic Integration for Location Prediction with Large Language Models DOI: https://doi.org/10.1145/3711896.3737129 |
| Tianao Sun (School of Software, Shandong University); Meng Chen (School of Software, Shandong University); Bowen Zhang (College of Big Data and Internet, Shenzhen Technology University); Genan Dai (College of Big Data and Internet, Shenzhen Technology University); Weiming Huang (School of Geography, University of Leeds); Kai Zhao (AI Lab, Walmart AI) |
| Simple yet Effective Graph Distillation via Clustering DOI: https://doi.org/10.1145/3711896.3737130 |
| Yurui Lai (Hong Kong Baptist University); Taiyan Zhang (ShanghaiTech University); Renchi Yang (Hong Kong Baptist University) |
| SlotPi: Physics-informed Object-centric Reasoning Models DOI: https://doi.org/10.1145/3711896.3737131 |
| Jian Li (Gaoling School of Artificial Intelligence, Renmin University of China); Han Wan (Gaoling School of Artificial Intelligence, Renmin University of China); Ning Lin (Gaoling School of Artificial Intelligence, Renmin University of China); Yu-Liang Zhan (Gaoling School of Artificial Intelligence, Renmin University of China); Ruizhi Chengze (Huawei Technologies Ltd.); Haining Wang (Huawei Technologies Ltd.); Yi Zhang (Huawei Technologies Ltd.); Hongsheng Liu (Huawei Technologies Ltd.); Zidong Wang (Huawei Technologies Ltd.); Fan Yu (Huawei Technologies Ltd.); Hao Sun (Gaoling School of Artificial Intelligence, Renmin University of China) |
| SMA-GNN: A Symbol-Aware Graph Neural Network for Signed Link Prediction in Recommender Systems DOI: https://doi.org/10.1145/3711896.3737132 |
| Yumeng Zhao (School of Computer Science and Technology, University of Science and Technology of China); Hongxiang Lin (Wangxuan Institute of Computer Technology, Peking University); Shuo Wen (School of Computer Science, McGill University); Junjie Shen (School of Computer Science and Technology, University of Science and Technology of China); Bei Hua (School of Computer Science and Technology, University of Science and Technology of China) |
| Spatial Hierarchical Meta-Learning for Single-Point Map Matching DOI: https://doi.org/10.1145/3711896.3737133 |
| Sijie Ruan (Beijing Institute of Technology); Yiqing Zou (Beijing Institute of Technology); Qianyu Yang (Beijing Institute of Technology); Haoyu Han (Beijing Institute of Technology); Yeting Zhang (Beijing Institute of Technology); Ziqiang Yuan (Beijing Institute of Technology); Hanning Yuan (Beijing Institute of Technology); Shuliang Wang (Beijing Institute of Technology) |
| Spectral Survival Analysis DOI: https://doi.org/10.1145/3711896.3737134 |
| Chengzhi Shi (Northeastern University); Stratis Ioannidis (Northeastern University) |
| SSD-TS: Exploring the potential of linear state space models for diffusion models in time series imputation DOI: https://doi.org/10.1145/3711896.3737135 |
| Hongfan Gao (East China Normal University); Wangmeng Shen (East China Normal University); Xiangfei Qiu (East China Normal University); Ronghui Xu (East China Normal University); Bin Yang (East China Normal University); Jilin Hu (East China Normal University,Engineering Research Center of Blockchain Data Management (East China Normal University), Ministry of Education) |
| STARLINE: Contrastive Learning with Modality-Aware Graph Refinement for Effective Multimedia Recommendation DOI: https://doi.org/10.1145/3711896.3737136 |
| Taeri Kim (Hanyang University); Sohee Ban (Hanyang University); Hyunjoon Kim (Hanyang University); Sang-Wook Kim (Hanyang University) |
| Stochastic Diffusion: A Diffusion Based Model for Stochastic Time Series Forecasting DOI: https://doi.org/10.1145/3711896.3737137 |
| Yuansan Liu (School of Computing and Information Systems, The University of Melbourne); Sudanthi Wijewickrema (Department of Surgery (Otolaryngology), The University of Melbourne); Dongting Hu (School of Mathematics and Statistics, The University of Melbourne); Christofer Bester (Department of Surgery (Otolaryngology), The University of Melbourne); Stephen O’Leary (Department of Surgery (Otolaryngology), The University of Melbourne); James Bailey (School of Computing and Information Systems, The University of Melbourne) |
| Structure-Enhanced Protein Instruction Tuning: Towards General-Purpose Protein Understanding with LLMs DOI: https://doi.org/10.1145/3711896.3737138 |
| Wei Wu (School of Artificial Intelligence and Data Science, University of Science and Technology of China); Chao Wang (School of Artificial Intelligence and Data Science, University of Science and Technology of China); Liyi Chen (School of Artificial Intelligence and Data Science, University of Science and Technology of China); Mingze Yin (College of Computer Science and Technology, Zhejiang University); Yiheng Zhu (College of Computer Science and Technology, Zhejiang University); Kun Fu (Alibaba Cloud Computing); Jieping Ye (Alibaba Cloud Computing); Hui Xiong (Thrust of Artificial Intelligence, The Hong Kong University of Science and Technology (Guangzhou),Department of Computer Science and Engineering, The Hong Kong University of Science and Technology); Zheng Wang (Alibaba Cloud Computing) |
| Surface-based Molecular Design with Multi-modal Flow Matching DOI: https://doi.org/10.1145/3711896.3737139 |
| Fang Wu (Stanford University); Zhengyuan Zhou (University of California, San Diego); Shuting Jin (Wuhan University of Science and Technology); xiangxiang Zeng (Hunan University); Jure Leskovec (Stanford University); Jinbo Xu (MoleculeMind) |
| SurvUnc: A Meta-Model Based Uncertainty Quantification Framework for Survival Analysis DOI: https://doi.org/10.1145/3711896.3737140 |
| Yu Liu (University of Oxford); Weiyao Tao (University of Oxford); Tong Xia (University of Cambridge); Simon Knight (University of Oxford); Tingting Zhu (University of Oxford) |
| Swarm Intelligence in Geo-Localization: A Multi-Agent Large Vision-Language Model Collaborative Framework DOI: https://doi.org/10.1145/3711896.3737141 |
| Xiao Han (Department of Data Science, City University of Hong Kong,College of Computer Science & Technology, Zhejiang University of Technology); Chen Zhu (University of Science and Technology of China); Hengshu Zhu (Computer Network Information Center, Chinese Academy of Sciences,University of Chinese Academy of Sciences); Xiangyu Zhao (Department of Data Science, City University of Hong Kong) |
| SwitchTop-$k$: Scaling Top-$k$ Compression on Programmable Switches DOI: https://doi.org/10.1145/3711896.3737142 |
| Yijun Li (Central South University); Jiawei Huang (Central South University); Jingling Liu (Central South University); Zhaoyi Li (Central South University); Wanchun Jiang (Central South University); Jianxin Wang (Central South University) |
| Tackling Federated Long-Tailed Learning via Synthetic Feature-Based Decoupled Training DOI: https://doi.org/10.1145/3711896.3737143 |
| Huabin Zhu (School of Software Technology, Zhejiang University); Chaochao Chen (College of Computer Science and Technology, Zhejiang University); Xinting Liao (College of Computer Science and Technology, Zhejiang University); Pengyang Zhou (College of Computer Science and Technology, Zhejiang University); Xiaolin Zheng (College of Computer Science and Technology, Zhejiang University) |
| Tackling Size Generalization of Graph Neural Networks on Biological Data from a Spectral Perspective DOI: https://doi.org/10.1145/3711896.3737144 |
| Gaotang Li (University of Illinois Urbana-Champaign); Danai Koutra (University of Michigan – Ann Arbor); Yujun Yan (Dartmouth College) |
| TAG2M- A Task-Agnostic Knowledge Distillation Framework for Distilling GNN to MLP DOI: https://doi.org/10.1145/3711896.3737145 |
| Ram Ganesh V (AI Garage, MasterCard); Ayush Singh (Mathematics, Indian Institute of Technology Delhi); Aditi Rai (AI Garage, Mastercard); Harsh Pal (AI Garage, Mastercard); Deepanshu Deepanshu (AI Garage, Mastercard ); Akshay Sethi (AI Garage, Mastercard ); Aakarsh Malhotra (AI Garage, Mastercard); Sayan Ranu (Computer Science & Engineering, Indian Institute of Technology Delhi) |
| Taming Recommendation Bias with Causal Intervention on Evolving Personal Popularity DOI: https://doi.org/10.1145/3711896.3737146 |
| Shiyin Tan (Department of Information and Communications Engineering, Institute of Science Tokyo); Dongyuan Li (Center for Spatial Information Science, The University of Tokyo); Renhe Jiang (The University of Tokyo); Zhen Wang (Information and Communications Engineering, Institute of Science Tokyo); Xingtong Yu (School of Computing and Information System, Singapore Management University); Manabu Okumura (Institute of Integrated Research, Institute of Science Tokyo) |
| TarDiff: Target-Oriented Diffusion Guidance for Synthetic Electronic Health Record Time Series Generation DOI: https://doi.org/10.1145/3711896.3737147 |
| Bowen Deng (Peking University); Chang Xu (Microsoft Research); Hao Li (University of Manchester); Yu-hao Huang (Nanjing University); Min Hou (Hefei University of Technology); Jiang Bian (Microsoft Research Asia) |
| Task Negative Sampling Enhanced Graph Few-shot Learning DOI: https://doi.org/10.1145/3711896.3737148 |
| Chenxu Wang (School of Software Engineering, Xi’an Jiaotong University); Jinfeng Chen (School of Software Engineering, Xi’an Jiaotong University); Junzhou Zhao (Xi’an Jiaotong University); Pinghui Wang (Xi’an Jiaotong University) |
| TempASD: Temporal Anomalous Subgraph Discovery in Large-Scale Dynamic Financial Networks DOI: https://doi.org/10.1145/3711896.3737149 |
| Xiaolin Han (School of Computer Science, Northwestern Polytechnical University); Yikun Zhang (School of Computer Science, Northwestern Polytechnical University); Chenhao Ma (School of Data Science, The Chinese University of Hong Kong, Shenzhen); Lingyun Song (School of Computer Science, Northwestern Polytechnical University); Reynold Cheng (School of Computing and Data Science, The University of Hong Kong); Xuequn Shang (School of Computer Science, Northwestern Polytechnical University) |
| Temporal Restoration and Spatial Rewiring for Source-Free Multivariate Time Series Domain Adaptation DOI: https://doi.org/10.1145/3711896.3737150 |
| Peiliang Gong (Nanjing University of Aeronautics and Astronautics); Yucheng Wang (Institute for Infocomm Research, Agency for Science Technology and Research (A*STAR),Nanyang Technological University); Min Wu (Institute for Infocomm Research, Agency for Science Technology and Research (A*STAR)); Zhenghua Chen (Institute for Infocomm Research, Agency for Science Technology and Research (A*STAR),Centre for Frontier AI Research, Agency for Science Technology and Research (A*STAR)); Xiaoli Li (Institute for Infocomm Research, Agency for Science Technology and Research (A*STAR),Centre for Frontier AI Research, Agency for Science Technology and Research (A*STAR)); Daoqiang Zhang (Nanjing University of Aeronautics and Astronautics) |
| Test-Time Training with Diversified Local Aggregation Consistency for Mortality Prediction using Clinical Time Series DOI: https://doi.org/10.1145/3711896.3737151 |
| Jingwen Xu (Department of Computer Science, Hong Kong Baptist University); Fei Lyu (Department of Computer Science, Hong Kong Baptist University); Pong C. Yuen (Department of Computer Science, Hong Kong Baptist University) |
| The Adaptive Use of Count-Min Sketch: What is Safe and What is Not? DOI: https://doi.org/10.1145/3711896.3737152 |
| Dragos-Florian Ristache (Boston University); Krzysztof Onak (Boston University) |
| The Expressibility of Polynomial based Attention Scheme DOI: https://doi.org/10.1145/3711896.3737153 |
| Zhao Song (University of California, Berkeley); Chongxi Wang (GMPT, Tiktok); Guangyi Xu (University of Virginia, Charlottesville); Junze Yin (Department of Computer Science, Rice University) |
| THEMES: An Offline Apprenticeship Learning Framework for Evolving Reward Functions DOI: https://doi.org/10.1145/3711896.3737154 |
| Xi Yang (IBM Research); Md Mirajul Islam (North Carolina State University); Ge Gao (Stanford University); Min Chi (North Carolina State University) |
| TIDFormer: Exploiting Temporal and Interactive Dynamics Makes A Great Dynamic Graph Transformer DOI: https://doi.org/10.1145/3711896.3737155 |
| Jie Peng (Renmin University of China); Zhewei Wei (Renmin University of China); Yuhang Ye (Huawei) |
| Time Matters: Enhancing Sequential Recommendations with Time-Guided Graph Neural ODEs DOI: https://doi.org/10.1145/3711896.3737156 |
| Haoyan Fu (Beijing Institute of Technology); Zhida Qin (Beijing Institute of Technology); Shixiao Yang (Beijing Institute of Technology); Haoyao Zhang (Beijing Institute of Technology); Bin Lu (Shanghai Jiao Tong University); Shuang Li (Beihang University); Tianyu Huang (Beijing Institute of Technology); John C.S. Lui (The Chinese University of Hong Kong) |
| TimeCapsule: Solving the Jigsaw Puzzle of Long-Term Time Series Forecasting with Compressed Predictive Representations DOI: https://doi.org/10.1145/3711896.3737157 |
| Yihang Lu (Hefei Institutes of Physical Science, Chinese Academy of Sciences,University of Science and Technology of China); Yangyang Xu (Hefei Institutes of Physical Science, Chinese Academy of Sciences,University of Science and Technology of China); Qitao Qin (University of Science and Technology of China); Xianwei Meng (Hefei Institutes of Physical Science, Chinese Academy of Sciences) |
| Toast: Task-Oriented Multi-dimensional Augmentation for Spatio-Temporal Trajectory Data DOI: https://doi.org/10.1145/3711896.3737158 |
| Junhao Zhu (Zhejiang University); Tao Wang (Zhejiang University); Lu Chen (Zhejiang University); Ziquan Fang (Zhejiang University); Yunjun Gao (Zhejiang University); Tianyi Li (Aalborg University) |
| ToolSQL: A Tool-Assisted Agent for SQL Verification and Refinement DOI: https://doi.org/10.1145/3711896.3737159 |
| Zhongyuan Wang (CCSE, Beihang University); Richong Zhang (CCSE, Beihang University); Zhijie Nie (CCSE, Beihang University); Jaein Kim (CCSE, Beihang University) |
| Toward End-to-End Bearing Fault Diagnosis for Industrial Scenarios with Spiking Neural Networks DOI: https://doi.org/10.1145/3711896.3737160 |
| Lin Zuo (School of Information and Software Engineering, University of Electronic Science and Technology of China); Yongqi Ding (School of Information and Software Engineering, University of Electronic Science and Technology of China); Mengmeng Jing (School of Information and Software Engineering, University of Electronic Science and Technology of China); Kunshan Yang (School of Information and Software Engineering, University of Electronic Science and Technology of China); Biao Chen (School of Information and Software Engineering, University of Electronic Science and Technology of China); Yunqian Yu (School of Information and Software Engineering, University of Electronic Science and Technology of China) |
| Towards Collaborative Fairness in Federated Learning Under Imbalanced Covariate Shift DOI: https://doi.org/10.1145/3711896.3737161 |
| Tianrun Yu (The Pennsylvania State University); Jiaqi Wang (The Pennsylvania State University); Haoyu Wang (State University of New York at Albany); Mingquan Lin (University of Minnesota Twin Cities); Han Liu (Dalian University of Technology); Nelson S. Yee (The Pennsylvania State University); Fenglong Ma (The Pennsylvania State University) |
| Towards Efficient Few-shot Graph Neural Architecture Search via Partitioning Gradient Contribution DOI: https://doi.org/10.1145/3711896.3737162 |
| Wenhao Song (College of Software, Jilin University); Xuan Wu (College of Computer Science and Technology, Jilin University); Bo Yang (Key Laboratory of Symbolic Computation and knowledge Engineering of Ministry of Education, Jilin University); You Zhou (College of Software, Jilin University); Yubin Xiao (College of Computer Science and Technology, Jilin University); Yanchun Liang (School of Computer Science, Zhuhai College of Science and Technology); Hongwei Ge (College of Computer Science and Technology, Dalian University of Technology); Heow Pueh Lee (Mechanical Engineering, National University of Singapore); Chunguo Wu (College of Computer Science and Technology, Jilin University) |
| Towards Interpretable Drug-Drug Interaction Prediction: A Graph-Based Approach with Molecular and Network-Level Explanations DOI: https://doi.org/10.1145/3711896.3737163 |
| Mengjie Chen (Data Science Institute, School of Mathematics, Shandong University); Ming Zhang (Academy of Mathematics and Systems Science, Chinese Academy of Sciences); Cunquan Qu (Data Science Institute, Shandong University) |
| Towards Trajectory Anomaly Detection: a Fine-Grained and Noise-Resilient Framework DOI: https://doi.org/10.1145/3711896.3737164 |
| Wei Shao (School of Software, Zhejiang University); Ziquan Fang (School of Software, Zhejiang University); Lu Chen (School of Computer Science, Zhejiang University); Yunjun Gao (School of Computer Science, Zhejiang University) |
| Track and Tweak: Monitoring and Improving Group Fairness for Temporal Graph Neural Networks in Real Time DOI: https://doi.org/10.1145/3711896.3737165 |
| Zixing Song (University of Cambridge); Muzhi Li (The Chinese University of Hong Kong); Yifei Zhang (Nanyang Technological University); Irwin King (The Chinese University of Hong Kong); José Miguel Hernández-Lobato (University of Cambridge) |
| Training Data Attribution: Was Your Model Secretly Trained On Data Created By Mine? DOI: https://doi.org/10.1145/3711896.3737166 |
| Likun Zhang (State Key Laboratory of Cyberspace Security Defense,Institute of Information Engineering, Chinese Academy of Sciences); Hao Wu (National Key Lab for Novel Software Technology, Nanjing University); Lingcui Zhang (State Key Laboratory of Cyberspace Security Defense,Institute of Information Engineering, Chinese Academy of Sciences); Fengyuan Xu (National Key Lab for Novel Software Technology, Nanjing University); Jin Cao (School of Cyber Engineering, Xidian University); Fenghua Li (State Key Laboratory of Cyberspace Security Defense,Institute of Information Engineering, Chinese Academy of Sciences); Ben Niu (State Key Laboratory of Cyberspace Security Defense,Institute of Information Engineering, Chinese Academy of Sciences) |
| Truss-based Why-not Community Search DOI: https://doi.org/10.1145/3711896.3737167 |
| Huan Xie (Zhejiang University); Qing Liu (Zhejiang University); Chengyang Luo (Zhejiang University); Yuhan Zhou (Zhejiang University); Yunjun Gao (Zhejiang University,Zhejiang Key Laboratory of Big Data Intelligent Computing) |
| Understanding and Tackling Over-Dilution in Graph Neural Networks DOI: https://doi.org/10.1145/3711896.3737168 |
| Junhyun Lee (Computer Science & Engineering, Korea University); Veronika Thost (AI, IBM Research); Bumsoo Kim (Chung-Ang University); Jaewoo Kang (Computer Science and Engineering, Korea University); Tengfei Ma (Biomedical Informatics, State University of New York at Stony Brook) |
| Understanding Why Large Language Models Can Be Ineffective in Time Series Analysis: The Impact of Modality Alignment DOI: https://doi.org/10.1145/3711896.3737169 |
| Liangwei Nathan Zheng (The University of Adelaide); Chang Dong (The University of Adelaide); Wei Emma Zhang (The University of Adelaide); Lin Yue (The University of Adelaide); Miao Xu (The University of Queensland); Olaf Maennel (The University of Adelaide); Weitong Chen (The University of Adelaide) |
| UnG-MoCha: Neural Motif Counting in Uncertain Graphs DOI: https://doi.org/10.1145/3711896.3737170 |
| Lujie Ban (School of Data Science, The Chinese University of Hong Kong, Shenzhen); Xiaolin Han (School of Computer Science, Northwestern Polytechnical University); Jinyang Li (Department of Computer Science, The University of Hong Kong); Chenhao Ma (School of Data Science, The Chinese University of Hong Kong, Shenzhen) |
| Unleashing The Power of Pre-Trained Language Models for Irregularly Sampled Time Series DOI: https://doi.org/10.1145/3711896.3737171 |
| Weijia Zhang (HKUST (GZ)); Chenlong Yin (HKUST (GZ)); Hao Liu (HKUST (GZ) & HKUST); Hui Xiong (HKUST (GZ) & HKUST) |
| Unlocking the Power of Diffusion Models in Sequential Recommendation: A Simple and Effective Approach DOI: https://doi.org/10.1145/3711896.3737172 |
| Jialei Chen (MIC Lab, College of Computer Science and Technology, Jilin University); Yuanbo Xu (MIC Lab, College of Computer Science and Technology, Jilin University); Yiheng Jiang (MIC Lab, College of Computer Science and Technology, Jilin University) |
| Unsupervised Graph Clustering with Deep Structural Entropy DOI: https://doi.org/10.1145/3711896.3737173 |
| Jingyun Zhang (Beihang University); Hao Peng (Beihang University); Li Sun (North China Electric Power University); Guanlin Wu (School of Systems Engineering, TUDT); Chunyang Liu (Didi Chuxing Technology Co., Ltd.); Zhengtao Yu (KUST) |
| Unsupervised Time Series Anomaly Prediction with Importance-based Generative Contrastive Learning DOI: https://doi.org/10.1145/3711896.3737174 |
| Kai Zhao (Aalborg University); Zhihao Zhuang (East China Normal University); Chenjuan Guo (East China Normal University); Hao Miao (Aalborg University); Christian S. Jensen (Aalborg University); Yunyao Cheng (Aalborg University); Bin Yang (East China Normal University) |
| Unveiling Mode Connectivity in Graph Neural Network DOI: https://doi.org/10.1145/3711896.3737175 |
| Bingheng Li (Michigan State University); Zhikai Chen (Michigan State University); Haoyu Han (Michigan State University); Shenglai Zeng (Michigan State University); Jingzhe Liu (Michigan State University); Jiliang Tang (Michigan State University) |
| Urban Region Pre-training and Prompting: A Graph-based Approach DOI: https://doi.org/10.1145/3711896.3737176 |
| Jiahui Jin (School of Computer Science and Engineering, Southeast University); Yifan Song (School of Computer Science and Engineering, Southeast University); Dong Kan (School of Computer Science and Engineering, Southeast University); Haojia Zhu (School of Computer Science and Engineering, Southeast University); Xiangguo Sun (Department of Systems Engineering and Engineering Management, The Chinese University of Hong Kong); Zhicheng Li (School of Computer Science and Engineering, Southeast University); Xigang Sun (School of Computer Science and Engineering, Southeast University); Jinghui Zhang (School of Computer Science and Engineering, Southeast University) |
| UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models DOI: https://doi.org/10.1145/3711896.3737177 |
| Yuhang Liu (State University of New York at Binghamton); Yingxue Zhang (State University of New York at Binghamton); Xin Zhang (San Diego State University); Ling Tian (University of Electronic Science and Technology of China); Yanhua Li (Worcester Polytechnic Institute); Jun Luo (Logistics and Supply Chain MultiTech R&D Centre) |
| Utilizing Strategic Pre-training to Reduce Overfitting: Baguan – A Pre-trained Weather Forecasting Model DOI: https://doi.org/10.1145/3711896.3737178 |
| Peisong Niu (Alibaba DAMO, Alibaba Group); Ziqing Ma (Damo Academy, Alibaba Group); Tian Zhou (Damo Academy, Alibaba Group); Weiqi Chen (DAMO Academy, Alibaba Group); Lefei Shen (Computer Science and Technology, Zhejiang University); Rong Jin (DAMO Academy); Liang Sun (DAMO Academy, Alibaba Group) |
| Verification of Incomplete Graph Unlearning through Adversarial Perturbations DOI: https://doi.org/10.1145/3711896.3737179 |
| Kun Wu (Stevens Institute of Technology); Wendy Hui Wang (Stevens Institute of Technology) |
| When Interpretability Meets Generalization: Delta-GAM for Robust Extrapolation in Out-of-Distribution Settings DOI: https://doi.org/10.1145/3711896.3737180 |
| Linxiao Yang (DAMO Academy, Alibaba Group); Wenwei Wang (DAMO Academy, Alibaba Group); Qiming Chen (DAMO Academy, Alibaba Group); Zhipeng Zeng (School of Software & Microelectronics, Peking University); Liang Sun (DAMO Academy, Alibaba Group) |
| Wind Farm Layout Optimization with Diffusion Models DOI: https://doi.org/10.1145/3711896.3737181 |
| Yujin Shin (Industrial & Systems Engineering, Korea Advanced Institute of Science and Technology); Taeyoung Yun (Industrial Engineering, Korea Advanced Institute of Science and Technology); Sujin Yun (Graduate School of Data Science, Korea Advanced Institute of Science and Technology); Sungpil Woo (ETRI); Sunhwan Lim (ETRI); Jinkyoo Park (Korea Advanced Institute of Science and Technology) |
| Your Graph Recommenders are Provably Doing Graph Contrastive Learning DOI: https://doi.org/10.1145/3711896.3737182 |
| Wenjie Yang (School of Data Science, Fudan University); Shengzhong Zhang (College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics); Jiaxing Guo (School of Data Science, Fudan University); Zengfeng Huang (School of Data Science, Fudan University,Shanghai Innovation Institute) |
| Fairness without Demographics through Learning Graph of Gradients DOI: https://doi.org/10.1145/3690624.3709160 |
| Yingtao Luo (Carnegie Mellon University); Zhixun Li (The Chinese University of Hong Kong); Qiang Liu (CRIPAC, MAIS, Institute of Automation, Chinese Academy of Sciences); Jun Zhu (Department of Computer Science and Technology, Institute for AI, THBI Lab, BNRist Center, Tsinghua-Bosch Joint ML Center, Tsinghua University) |
| A Two-Stage Pretraining-Finetuning Framework for Treatment Effect Estimation with Unmeasured Confounding DOI: https://doi.org/10.1145/3690624.3709161 |
| Chuan Zhou (Peking University,MBZUAI); Yaxuan Li (Peking University); Chunyuan Zheng (Peking University,MBZUAI); Haiteng Zhang (Academy of Mathematics and Systems Science, Chinese Academy of Sciences,MBZUAI); Min Zhang (East China Normal University,MBZUAI); Haoxuan Li (Peking University,MBZUAI); Mingming Gong (The University of Melbourne,MBZUAI) |
| DIPS: Optimal Dynamic Index for Poisson πps Sampling DOI: https://doi.org/10.1145/3690624.3709162 |
| Jinchao Huang (The Chinese University of Hong Kong); Sibo Wang (The Chinese University of Hong Kong) |
| On Measuring Unnoticeability of Graph Adversarial Attacks: Observations, New Measure, and Applications DOI: https://doi.org/10.1145/3690624.3709163 |
| Hyeonsoo Jo (KAIST); Hyunjin Hwang (KAIST); Fanchen Bu (KAIST); Soo Yong Lee (KAIST); Chanyoung Park (KAIST); Kijung Shin (KAIST) |
| CLEAR: Addressing Representation Contamination in Multimodal Healthcare Analytics DOI: https://doi.org/10.1145/3690624.3709164 |
| Ge Su (Zhejiang University); Kaiping Zheng (National University of Singapore); Tiancheng Zhao (Binjiang Institute of Zhejiang University); Jianwei Yin (Zhejiang University) |
| InvDiff: Invariant Guidance for Bias Mitigation in Diffusion Models DOI: https://doi.org/10.1145/3690624.3709165 |
| Min Hou (Hefei University of Technology); Yueying Wu (Peking University); Chang Xu (Microsoft); Yu-Hao Huang (Nanjing University); Chenxi Bai (Hefei University of Technology); Le Wu (Hefei University of Technology); Jiang Bian (Microsoft) |
| Learnable Prompt as Pseudo-Imputation: Rethinking the Necessity of Traditional EHR Data Imputation in Downstream Clinical Prediction DOI: https://doi.org/10.1145/3690624.3709166 |
| Weibin Liao (School of Computer Science, Peking University,Key Laboratory of High Confidence Software Technologies, Ministry of Education); Yinghao Zhu (National Engineering Research Center for Software Engineering, Peking University); Zhongji Zhang (School of Software and Microelectronics, Peking University,Key Laboratory of High Confidence Software Technologies, Ministry of Education); Yuhang Wang (School of Software and Microelectronics, Peking University,Key Laboratory of High Confidence Software Technologies, Ministry of Education); Zixiang Wang (School of Software and Microelectronics, Peking University,Key Laboratory of High Confidence Software Technologies, Ministry of Education); Xu Chu (School of Computer Science, Peking University,Center on Frontiers of Computing Studies, Peking University); Yasha Wang (National Engineering Research Center for Software Engineering, Peking University,Key Laboratory of High Confidence Software Technologies, Ministry of Education); Liantao Ma (National Engineering Research Center for Software Engineering, Peking University,Key Laboratory of High Confidence Software Technologies, Ministry of Education) |
| HeavyLocker: Lock Heavy Hitters in Distributed Data Streams DOI: https://doi.org/10.1145/3690624.3709167 |
| Qilong Shi (Tsinghua University); Xirui Li (Tsinghua University); Hanyue Zheng (Peking University); Tong Yang (Peking University); Yangyang Wang (Tsinghua University); Mingwei Xu (Tsinghua University) |
| Reasoning-Enhanced Object-Centric Learning for Videos DOI: https://doi.org/10.1145/3690624.3709168 |
| Jian Li (Renmin University of China); Pu Ren (Northeastern University); Yang Liu (University of Chinese Academy of Sciences); Hao Sun (Renmin University of China) |
| Understanding the Effect of Loss Functions on the Generalization of Recommendations DOI: https://doi.org/10.1145/3690624.3709169 |
| Yuanhao Pu (University of Science and Technology of China,State Key Laboratory of Cognitive Intelligence); Defu Lian (University of Science and Technology of China,State Key Laboratory of Cognitive Intelligence); Xiaolong Chen (University of Science and Technology of China,State Key Laboratory of Cognitive Intelligence); Jin Chen (Hong Kong University of Science and Technology); Ze Liu (University of Science and Technology of China,State Key Laboratory of Cognitive Intelligence); Enhong Chen (University of Science and Technology of China,State Key Laboratory of Cognitive Intelligence) |
| Benchmarking Fraud Detectors on Private Graph Data DOI: https://doi.org/10.1145/3690624.3709170 |
| Alexander Goldberg (Carnegie Mellon University); Giulia Fanti (Carnegie Mellon University); Nihar Shah (Carnegie Mellon University); Steven Wu (Carnegie Mellon University) |
| MobileSteward: Integrating Multiple App-Oriented Agents with Self-Evolution to Automate Cross-App Instructions DOI: https://doi.org/10.1145/3690624.3709171 |
| Yuxuan Liu (Gaoling School of Artificial Intelligence, Renmin University of China); Hongda Sun (Gaoling School of Artificial Intelligence, Renmin University of China); Wei Liu (Xiaomi AI Lab); Jian Luan (Xiaomi AI Lab); Bo Du (School of Computer Science, Wuhan University); Rui Yan (Gaoling School of Artificial Intelligence, Renmin University of China,School of Computer Science, Wuhan University) |
| Denoising Programming Knowledge Tracing with a Code Graph-based Tuning Adaptor DOI: https://doi.org/10.1145/3690624.3709172 |
| Weibo Gao (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China); Qi Liu (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China,Institute of Artificial Intelligence, Hefei Comprehensive National Science Center); Rui Li (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China); Yuze Zhao (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China); Hao Wang (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China); Linan Yue (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China); Fangzhou Yao (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China); Zheng Zhang (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China) |
| Harnessing Scale and Physics: A Multi-Graph Neural Operator Framework for PDEs on Arbitrary Geometries DOI: https://doi.org/10.1145/3690624.3709173 |
| Zhihao Li (The Hong Kong University of Science and Technology (Guangzhou)); Haoze Song (The Hong Kong University of Science and Technology (Guangzhou)); Di Xiao (Beihang University); Zhilu Lai (The Hong Kong University of Science and Technology (Guangzhou),The Hong Kong University of Science and Technology); Wei Wang (The Hong Kong University of Science and Technology (Guangzhou),The Hong Kong University of Science and Technology) |
| The $k$-Trine Cohesive Subgraph and Its Efficient Algorithms DOI: https://doi.org/10.1145/3690624.3709174 |
| Jinyu Duan (CIAT & Huangpu Research School, Guangzhou University); Haicheng Guo (CIAT & Huangpu Research School, Guangzhou University); Fan Zhang (CIAT & Huangpu Research School, Guangzhou University); Kai Wang (Antai College of Economics and Management, Shanghai Jiao Tong University); Zhengping Qian (Alibaba Cloud, Alibaba Group); Zhihong Tian (CIAT & Huangpu Research School, Guangzhou University) |
| Succinct Interaction-Aware Explanations DOI: https://doi.org/10.1145/3690624.3709175 |
| Sascha Xu (CISPA Helmholtz Center for Information Security); Joscha Cüppers (CISPA Helmholtz Center for Information Security); Jilles Vreeken (CISPA Helmholtz Center for Information Security) |
| CSPI-MT: Calibrated Safe Policy Improvement with Multiple Testing for Threshold Policies DOI: https://doi.org/10.1145/3690624.3709176 |
| Brian Cho (Cornell University); Ana-Roxana Pop (Meta); Kyra Gan (Cornell University); Sam Corbett-Davies (Meta); Israel Nir (Meta); Ariel Evnine (Meta); Nathan Kallus (Cornell University & Netflix) |
| Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective DOI: https://doi.org/10.1145/3690624.3709177 |
| Yuchen Fang (University of Electronic Science and Technology of China); Yuxuan Liang (The Hong Kong University of Science and Technology (Guangzhou)); Bo Hui (Auburn University); Zezhi Shao (Institute of Computing Technology, Chinese Academy of Sciences); Liwei Deng (University of Electronic Science and Technology of China); Xu Liu (National University of Singapore); Xinke Jiang (Peking University); Kai Zheng (University of Electronic Science and Technology of China) |
| Forward Once for All: Structural Parameterized Adaptation for Efficient Cloud-coordinated On-device Recommendation DOI: https://doi.org/10.1145/3690624.3709178 |
| Kairui Fu (Zhejiang University); Zheqi Lv (Zhejiang University); Shengyu Zhang (Zhejiang University,Shanghai Institute for Advanced Study of Zhejiang University); Fan Wu (Shanghai Jiao Tong University); Kun Kuang (Zhejiang University) |
| Benchmarking and Defending against Indirect Prompt Injection Attacks on Large Language Models DOI: https://doi.org/10.1145/3690624.3709179 |
| Jingwei Yi (University of Science and Technology of China); Yueqi Xie (Hong Kong University of Science and Technology); Bin Zhu (Microsoft Corporation); Emre Kiciman (Microsoft Corporation); Guangzhong Sun (University of Science and Technology of China); Xing Xie (Microsoft Corporation); Fangzhao Wu (Microsoft Corporation) |
| Revisiting Synthetic Human Trajectories: Imitative Generation and Benchmarks Beyond Datasaurus DOI: https://doi.org/10.1145/3690624.3709180 |
| Bangchao Deng (University of Macau); Xin Jing (University of Macau); Tianyue Yang (University of Macau); Bingqing Qu (BNU-HKBU United International College); Dingqi Yang (University of Macau); Philippe Cudre-Mauroux (University of Fribourg) |
| Diversity Optimization for Travelling Salesman Problem via Deep Reinforcement Learning DOI: https://doi.org/10.1145/3690624.3709181 |
| Qi Li (South China University of Technology); Zhiguang Cao (Singapore Management University); Yining Ma (Massachusetts Institute of Technology); Yaoxin Wu (Eindhoven University of Technology); Yue-Jiao Gong (South China University of Technology) |
| Adapting to Generalized Online Label Shift by Invariant Representation Learning DOI: https://doi.org/10.1145/3690624.3709182 |
| Yu-Yang Qian (National Key Laboratory for Novel Software Technology & School of Artificial Intelligence, Nanjing University); Yi-Han Wang (National Key Laboratory for Novel Software Technology & School of Artificial Intelligence, Nanjing University); Zhen-Yu Zhang (Center for Advanced Intelligence Project, RIKEN); Yuan Jiang (National Key Laboratory for Novel Software Technology & School of Artificial Intelligence, Nanjing University); Zhi-Hua Zhou (National Key Laboratory for Novel Software Technology & School of Artificial Intelligence, Nanjing University) |
| Covering Cracks in Content Moderation: Delexicalized Distant Supervision for Illicit Drug Jargon Detection DOI: https://doi.org/10.1145/3690624.3709183 |
| Minkyoo Song (Korea Advanced Institute of Science & Technology); Eugene Jang (S2W Inc.); Jaehan Kim (Korea Advanced Institute of Science & Technology); Seungwon Shin (Korea Advanced Institute of Science & Technology) |
| Fair Set Cover DOI: https://doi.org/10.1145/3690624.3709184 |
| Mohsen Dehghankar (University of Illinois Chicago); Rahul Raychaudhury (Duke University); Stavros Sintos (University of Illinois Chicago); Abolfazl Asudeh (University of Illinois Chicago) |
| TransPlace: Transferable Circuit Global Placement via Graph Neural Network DOI: https://doi.org/10.1145/3690624.3709185 |
| Yunbo Hou (School of Software and Microelectronics, Peking University); Haoran Ye (The State Key Laboratory of General Artificial Intelligence, Peking University,School of Intelligence Science and Technology, Peking University); Shuwen Yang (DP Technology); Yingxue Zhang (Huawei Noah’s Ark Lab); Siyuan Xu (Huawei Noah’s Ark Lab); Guojie Song (The State Key Laboratory of General Artificial Intelligence, Peking University,School of Intelligence Science and Technology, Peking University) |
| GraphLoRA: Structure-Aware Contrastive Low-Rank Adaptation for Cross-Graph Transfer Learning DOI: https://doi.org/10.1145/3690624.3709186 |
| Zhe-Rui Yang (CSE, Sun Yat-sen University,AI Thrust, The Hong Kong University of Science and Technology (Guangzhou)); Jindong Han (EMIA, Hong Kong University of Science and Technology,AI Thrust, The Hong Kong University of Science and Technology (Guangzhou)); Chang-Dong Wang (CSE, Sun Yat-sen University,Guangdong Key Laboratory of Big Data Analysis and Processing); Hao Liu (AI Thrust, The Hong Kong University of Science and Technology (Guangzhou),CSE, Hong Kong University of Science and Technology) |
| Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph DOI: https://doi.org/10.1145/3690624.3709187 |
| Yutong Zhang (School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University); Lixing Chen (School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University); Shenghong Li (School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University); Nan Cao (College of Design and Innovation, Tongji University); Yang Shi (College of Design and Innovation, Tongji University); Jiaxin Ding (John Hopcroft Center for Computer Science, Shanghai Jiao Tong University); Zhe Qu (School of Computer Science and Engineering, Central South University); Pan Zhou (School of Cyber Science and Engineering, Huazhong University of Science and Technology); Yang Bai (Department of Automation, Shanghai Jiao Tong University) |
| MLDGG: Meta-Learning for Domain Generalization on Graphs DOI: https://doi.org/10.1145/3690624.3709188 |
| Qin Tian (College of Intelligence and Computing, Tianjin University); Chen Zhao (Department of Computer Science, Baylor University); Minglai Shao (School of New Media and Communication, Tianjin University); Wenjun Wang (College of Intelligence and Computing, Tianjin University,Hainan Tropical Ocean University); Yujie Lin (School of New Media and Communication, Tianjin University); Dong Li (College of Intelligence and Computing, Tianjin University) |
| Progressive Dependency Representation Learning for Stock Ranking in Uncertain Risk Contrasting DOI: https://doi.org/10.1145/3690624.3709189 |
| Li Huang (School of Computing and Artificial Intelligence, Southwestern University of Finance and Economics); Yanzhe Xie (School of Computing and Artificial Intelligence, Southwest University of Finance and Economics); Qiang Gao (School of Computing and Artificial Intelligence, Southwestern University of Finance and Economics); Kunpeng Zhang (University of Maryland); Guisong Liu (Engineering Research Center of Intelligent Finance, Ministry of Education, Southwestern University of Finance and Economics); Xueqin Chen (Kash Institute of Electronics and Information Industry) |
| Scalable Link Recommendation for Influence Maximization DOI: https://doi.org/10.1145/3690624.3709190 |
| Xiaolong Chen (The Hong Kong University of Science and Technology (Guangzhou)); Jing Tang (The Hong Kong University of Science and Technology (Guangzhou),The Hong Kong University of Science and Technology) |
| Classifying Treatment Responders: Bounds and Algorithms DOI: https://doi.org/10.1145/3690624.3709191 |
| Anpeng Wu (Zhejiang University,MBZUAI); Haoxuan Li (Peking University,MBZUAI); Chunyuan Zheng (Peking University,MBZUAI); Kun Kuang (Zhejiang University); Kun Zhang (CMU,MBZUAI) |
| D-Tracker: Modeling Interest Diffusion in Social Activity Tensor Data Streams DOI: https://doi.org/10.1145/3690624.3709192 |
| Shingo Higashiguchi (SANKEN, Osaka University); Yasuko Matsubara (SANKEN, Osaka University); Koki Kawabata (SANKEN, Osaka University); Taichi Murayama (Yokohama National University); Yasushi Sakurai (SANKEN, Osaka University) |
| Path Complex Neural Networks for Sequential Process Activities Classification DOI: https://doi.org/10.1145/3690624.3709193 |
| Liang Huang (Nanyang Technological University,HP Inc.); Kelin Xia (Nanyang Technological University); Chuan-Shen Hu (Nanyang Technological University) |
| PipeRAG: Fast Retrieval-Augmented Generation via Adaptive Pipeline Parallelism DOI: https://doi.org/10.1145/3690624.3709194 |
| Wenqi Jiang (ETH Zurich); Shuai Zhang (Amazon Web Services); Boran Han (Amazon Web Services); Jie Wang (Meta); Bernie Wang (Amazon Web Services); Tim Kraska (Massachusetts Institute of Technology) |
| Inductive Link Prediction on N-ary Relational Facts via Semantic Hypergraph Reasoning DOI: https://doi.org/10.1145/3690624.3709195 |
| Gongzhu Yin (Harbin Institute of Technology); Hongli Zhang (Harbin Institute of Technology); Yuchen Yang (Harbin Institute of Technology); Yi Luo (Harbin Institute of Technology) |
| ResMoE: Space-efficient Compression of Mixture of Experts LLMs via Residual Restoration DOI: https://doi.org/10.1145/3690624.3709196 |
| Mengting Ai (UIUC); Tianxin Wei (UIUC); Yifan Chen (HKBU); Zhichen Zeng (UIUC); Ritchie Zhao (NVIDIA); Girish Varatkar (Apple); Bita Darvish Rouhani (NVIDIA); Xianfeng Tang (Amazon); Hanghang Tong (UIUC); Jingrui He (UIUC) |
| Correlation-Aware Graph Convolutional Networks for Multi-Label Node Classification DOI: https://doi.org/10.1145/3690624.3709197 |
| Yuanchen Bei (Zhejiang University); Weizhi Chen (Zhejiang University); Hao Chen (The Hong Kong Polytechnic University); Sheng Zhou (Zhejiang University); Carl Yang (Emory University); Jiapei Fan (Alibaba Group); Longtao Huang (Alibaba Group); Jiajun Bu (Zhejiang University) |
| HRSTORY: Historical News Review Based Online Story Discovery DOI: https://doi.org/10.1145/3690624.3709198 |
| Renjie Zhou (Key Laboratory of Complex Systems Modeling and Simulation of the Ministry of Education, Hangzhou Dianzi University); Haoran Ye (Key Laboratory of Complex Systems Modeling and Simulation of the Ministry of Education, Hangzhou Dianzi University); Wan Jian (Zhejiang University of Science and Tecnology); Yong Liao (University of Science and Technology of China) |
| Annotation-guided Protein Design with Multi-Level Domain Alignment DOI: https://doi.org/10.1145/3690624.3709199 |
| Chaohao Yuan (Tsinghua University); Songyou Li (Renmin University of China); Geyan Ye (Tencent AI Lab); Yikun Zhang (Peking University); Long-Kai Huang (Tencent AI Lab); Wenbing Huang (Renmin University of China); Wei Liu (Tencent AI Lab); Jianhua Yao (Tencent AI Lab); Yu Rong (DAMO Academy, Alibaba Group) |
| DimCL: Dimension-Aware Augmentation in Contrastive Learning for Recommendation DOI: https://doi.org/10.1145/3690624.3709200 |
| Chi Zhang (Harbin Engineering University); Qilong Han (Harbin Engineering University); Qiaoyu Tan (Shanghai Frontiers Science Center of Artificial Intelligence and Deep Learning); Shengjie Wang (Shanghai Frontiers Science Center of Artificial Intelligence and Deep Learning); Xiangyu Zhao (City University of Hong Kong); Rui Chen (Harbin Engineering University) |
| Seeing the Unseen: Learning Basis Confounder Representations for Robust Traffic Prediction DOI: https://doi.org/10.1145/3690624.3709201 |
| Jiahao Ji (School of Computer Science and Engineering, Beihang University); Wentao Zhang (School of Computer Science and Engineering, Beihang University); Jingyuan Wang (SCSE, Beihang University,MIIT Key Laboratory of Data Intelligence and Management, SEM, Beihang University); Chao Huang (Department of Computer Science, Musketeers Foundation Institute of Data Science, University of Hong Kong) |
| Probabilistic Hypergraph Recurrent Neural Networks for Time-series Forecasting DOI: https://doi.org/10.1145/3690624.3709202 |
| Hongjie Chen (Dolby Laboratories); Ryan A. Rossi (Adobe Research); Sungchul Kim (Adobe Research); Kanak Mahadik (Adobe Research); Hoda Eldardiry (Virginia Tech) |
| A Unified Invariant Learning Framework for Graph Classification DOI: https://doi.org/10.1145/3690624.3709203 |
| Yongduo Sui (Tencent); Jie Sun (University of Science and Technology of China); Shuyao Wang (University of Science and Technology of China); Zemin Liu (Zhejiang University); Qing Cui (Ant Group); Longfei Li (Ant Group); Xiang Wang (University of Science and Technology of China) |
| Semi-supervised Multi-view Clustering with Active Constraints DOI: https://doi.org/10.1145/3690624.3709204 |
| Chao Zhang (Nanjing University); Deng Xu (Nanjing University); Chunlin Chen (Nanjing University); Huaxiong Li (Nanjing University) |
| CoopRide: Cooperate All Grids in City-Scale Ride-Hailing Dispatching with Multi-Agent Reinforcement Learning DOI: https://doi.org/10.1145/3690624.3709205 |
| Jingwei Wang (Department of EE, BNRist, Tsinghua University); Qianyue Hao (Department of EE, BNRist, Tsinghua University); Wenzhen Huang (Department of EE, BNRist, Tsinghua University); Xiaochen Fan (IEIT in Tianjin, Department of EE, BNRist, Tsinghua University); Qin Zhang (College of Computer Science and Software Engineering, Shenzhen University); Zhentao Tang (Huawei Noah’s Ark Lab); Bin Wang (Huawei Noah’s Ark Lab); Jianye Hao (Tianjin University,Huawei Noah’s Ark Lab); Yong Li (Department of EE, BNRist, Tsinghua University) |
| Graph Learning with Distributional Edge Layouts DOI: https://doi.org/10.1145/3690624.3709206 |
| Xinjian Zhao (The Chinese University of Hong Kong, Shenzhen); Chaolong Ying (The Chinese University of Hong Kong, Shenzhen); Yaoyao Xu (SDS, The Chinese University of Hong Kong, Shenzhen); Tianshu Yu (The Chinese University of Hong Kong, Shenzhen) |
| Spectral Subspace Clustering for Attributed Graphs DOI: https://doi.org/10.1145/3690624.3709207 |
| Xiaoyang Lin (Hong Kong Baptist University); Renchi Yang (Hong Kong Baptist University); Haoran Zheng (Hong Kong Baptist University); Xiangyu Ke (Zhejiang University) |
| Enhancing Unsupervised Graph Few-shot Learning via Set Functions and Optimal Transport DOI: https://doi.org/10.1145/3690624.3709208 |
| Yonghao Liu (Key Laboratory of Symbolic Computation and Knowledge Engineering of the Ministry of Education, College of Computer Science and Technology, Jilin University); Fausto Giunchiglia (Department of Information Engineering and Computer Science, University of Trento); Ximing Li (Key Laboratory of Symbolic Computation and Knowledge Engineering of the Ministry of Education, College of Computer Science and Technology, Jilin University); Lan Huang (Key Laboratory of Symbolic Computation and Knowledge Engineering of the Ministry of Education, College of Computer Science and Technology, Jilin University); Xiaoyue Feng (Key Laboratory of Symbolic Computation and Knowledge Engineering of the Ministry of Education, College of Computer Science and Technology, Jilin University); Renchu Guan (Key Laboratory of Symbolic Computation and Knowledge Engineering of the Ministry of Education, College of Computer Science and Technology, Jilin University) |
| MM-Path: Multi-modal, Multi-granularity Path Representation Learning DOI: https://doi.org/10.1145/3690624.3709209 |
| Ronghui Xu (East China Normal University); Hanyin Cheng (East China Normal University); Chenjuan Guo (East China Normal University); Hongfan Gao (East China Normal University); Jilin Hu (East China Normal University,KLATASDS-MOE); Sean Bin Yang (Chongqing University of Posts and Telecommunications); Bin Yang (East China Normal University) |
| Proactive Model Adaptation Against Concept Drift for Online Time Series Forecasting DOI: https://doi.org/10.1145/3690624.3709210 |
| Lifan Zhao (Shanghai Jiao Tong University); Yanyan Shen (Shanghai Jiao Tong University) |
| Personalized Language Model Learning on Text Data Without User Identifiers DOI: https://doi.org/10.1145/3690624.3709211 |
| Yucheng Ding (Shanghai Jiao Tong University); Yangwenjian Tan (Shanghai Jiao Tong University); Xiangyu Liu (WeChat AI, Tencent); Chaoyue Niu (Shanghai Jiao Tong University); Fandong Meng (WeChat AI, Tencent Inc.); Jie Zhou (WeChat AI, Tencent Inc.); Ning Liu (Shanghai Jiao Tong University); Fan Wu (Shanghai Jiao Tong University); Guihai Chen (Shanghai Jiao Tong University) |
| Boosting Explainability through Selective Rationalization in Pre-trained Language Models DOI: https://doi.org/10.1145/3690624.3709212 |
| Libing Yuan (School of Computer Science and Information Engineering, Hefei University of Technology, China); Shuaibo Hu (School of Computer Science and Information Engineering, Hefei University of Technology, China); Kui Yu (School of Computer Science and Information Engineering, Hefei University of Technology, China); Le Wu (School of Computer Science and Information Engineering, Hefei University of Technology, China) |
| APEX^2: Adaptive and Extreme Summarization for Personalized Knowledge Graphs DOI: https://doi.org/10.1145/3690624.3709213 |
| Zihao Li (University of Illinois Urbana-Champaign); Dongqi Fu (Meta AI, Meta); Mengting Ai (University of Illinois Urbana-Champaign); Jingrui He (University of Illinois Urbana-Champaign) |
| Enhancing Graph Contrastive Learning with Reliable and Informative Augmentation for Recommendation DOI: https://doi.org/10.1145/3690624.3709214 |
| Bowen Zheng (Gaoling School of Artificial Intelligence, Renmin University of China); Junjie Zhang (Gaoling School of Artificial Intelligence, Renmin University of China); Hongyu Lu (WeChat, Tencent); Yu Chen (WeChat, Tencent); Ming Chen (WeChat, Tencent); Wayne Xin Zhao (Gaoling School of Artificial Intelligence, Renmin University of China); Ji-Rong Wen (Gaoling School of Artificial Intelligence, Renmin University of China) |
| $NodeImport:$ Imbalanced Node Classification with Node Importance Assessment DOI: https://doi.org/10.1145/3690624.3709215 |
| Nan Chen (Johns Hopkins University); Zemin Liu (Zhejiang University); Bryan Hooi (National University of Singapore); Bingsheng He (National University of Singapore); Jun Hu (National University of Singapore); Jia Chen (Grabtaxi Holdings Pte Ltd) |
| Controlling Diversity at Inference: Guiding Diffusion Recommender Models with Targeted Category Preferences DOI: https://doi.org/10.1145/3690624.3709216 |
| Gwangseok Han (Pohang University of Science and Technology); Wonbin Kweon (Pohang University of Science and Technology); Minsoo Kim (Pohang University of Science and Technology); Hwanjo Yu (Pohang University of Science and Technology) |
| PraFFL: A Preference-Aware Scheme in Fair Federated Learning DOI: https://doi.org/10.1145/3690624.3709217 |
| Rongguang Ye (Southern University of Science and Technology); Wei-Bin Kou (The University of Hong Kong); Ming Tang (Southern University of Science and Technology) |
| Wedjat: Detecting Sophisticated Evasion Attacks via Real-time Causal Analysis DOI: https://doi.org/10.1145/3690624.3709218 |
| Li Gao (Tsinghua University); Chuanpu Fu (Tsinghua University); Xinhao Deng (Tsinghua University); Ke Xu (Tsinghua University,Zhongguancun Lab); Qi Li (Tsinghua University,Zhongguancun Lab) |
| Non-Homophilic Graph Pre-Training and Prompt Learning DOI: https://doi.org/10.1145/3690624.3709219 |
| Xingtong Yu (Singapore Management University); Jie Zhang (National University of Singapore); Yuan Fang (Singapore Management University); Renhe Jiang (The University of Tokyo) |
| Exploring Preference-Guided Diffusion Model for Cross-Domain Recommendation DOI: https://doi.org/10.1145/3690624.3709220 |
| Xiaodong Li (Institute of Information Engineering, Chinese Academy of Sciences,School of Cyber Security, UCAS); Hengzhu Tang (Baidu Inc); Jiawei Sheng (Institute of Information Engineering, Chinese Academy of Sciences); Xinghua Zhang (Institute of Information Engineering, Chinese Academy of Sciences,School of Cyber Security, UCAS); Li Gao (Baidu Inc); Suqi Cheng (Baidu Inc); Dawei Yin (Baidu Inc); Tingwen Liu (Institute of Information Engineering, Chinese Academy of Sciences,School of Cyber Security, UCAS) |
| Spatially Compact Dense Block Mining in Spatial Tensors DOI: https://doi.org/10.1145/3690624.3709221 |
| Weike Tang (College of Computer Science & Software Engineering, Shenzhen University); Dingming Wu (College of Computer Science & Software Engineering, Shenzhen University); Tsz Nam Chan (College of Computer Science & Software Engineering, Shenzhen University); Kezhong Lu (College of Computer Science & Software Engineering, Shenzhen University) |
| ProgDiffusion: Progressively Self-encoding Diffusion Models DOI: https://doi.org/10.1145/3690624.3709222 |
| Zhangkai Wu (Macquarie University); Xuhui Fan (Macquarie University); Longbing Cao (Macquarie University) |
| Graph Triple Attention Networks: A Decoupled Perspective DOI: https://doi.org/10.1145/3690624.3709223 |
| Xiaotang Wang (Huazhong University of Science and Technology); Yun Zhu (Zhejiang University); Haizhou Shi (Rutgers University); Yongchao Liu (Ant Group); Chuntao Hong (Ant Group) |
| Towards Controllable Hybrid Fairness in Graph Neural Networks DOI: https://doi.org/10.1145/3690624.3709224 |
| Zihan Luo (Huazhong University of Science and Technology); Hong Huang (Huazhong University of Science and Technology); Jianxun Lian (Microsoft Research Asia); Xiran Song (Washington University in St. Louis); Hai Jin (Huazhong University of Science and Technology) |
| From Missteps to Mastery: Enhancing Low-Resource Dense Retrieval through Adaptive Query Generation DOI: https://doi.org/10.1145/3690624.3709225 |
| Zhenyu Tong (University of the Chinese Academy of Sciences); Chuan Qin (Computer Network Information Center, Chinese Academy of Sciences); Chuyu Fang (Baidu Inc.); Kaichun Yao (Institute of Software, Chinese Academy of Sciences); Xi Chen (University of Science and Technology of China); Jingshuai Zhang (Baidu Inc.); Chen Zhu (University of Science and Technology of China); Hengshu Zhu (Computer Network Information Center, Chinese Academy of Sciences) |
| Brain Effective Connectivity Estimation via Fourier Spatiotemporal Attention DOI: https://doi.org/10.1145/3690624.3709226 |
| Wen Xiong (Beijing University Of Technology); Jinduo Liu (Beijing University Of Technology); Junzhong Ji (Beijing University Of Technology); Fenglong Ma (Pennsylvania State University) |
| A Structure-aware Invariant Learning Framework for Node-level Graph OOD Generalization DOI: https://doi.org/10.1145/3690624.3709227 |
| Ruiwen Yuan (University of Chinese Academy of Sciences,Institute of automation, Chinese Academy of Sciences); Yongqiang Tang (Institute of automation, Chinese Academy of Sciences); Wensheng Zhang (Guangzhou University,Institute of Automation, Chinese Academy of Sciences) |
| Quantum Time-index Models with Reservoir for Time Series Forecasting DOI: https://doi.org/10.1145/3690624.3709228 |
| Wenbo Qiao (School of New Media and Communication, Tianjin University); Jiaming Zhao (School of New Media and Communication, Tianjin University); Peng Zhang (College of Intelligence and Computing, Tianjin University) |
| On the Hyperparameter Loss Landscapes of Machine Learning Models: An Exploratory Study DOI: https://doi.org/10.1145/3690624.3709229 |
| Mingyu Huang (University of Electronic Science and Technology of China); Ke Li (University of Exeter) |
| Dynamic Deep Clustering of High-Dimensional Directional Data via Hyperspherical Embeddings with Bayesian Nonparametric Mixtures DOI: https://doi.org/10.1145/3690624.3709230 |
| Zhiwen Luo (The Concordia Institute for Information Systems Engineering, Concordia University); Wentao Fan (Guangdong Provincial/Zhuhai Key Laboratory IRADS and Department of Computer Science, Beijing Normal University-Hong Kong Baptist University (BNU-HKBU) United International College); Manar Amayri (The Concordia Institute for Information Systems Engineering, Concordia University); Nizar Bouguila (The Concordia Institute for Information Systems Engineering, Concordia University) |
| CausalMob: Causal Human Mobility Prediction with LLMs-derived Human Intentions toward Public Events DOI: https://doi.org/10.1145/3690624.3709231 |
| Xiaojie Yang (The University of Tokyo); Hangli Ge (The University of Tokyo); Jiawei Wang (The University of Tokyo); Zipei Fan (School of Artificial Intelligence, Jilin University); Renhe Jiang (The University of Tokyo); Ryosuke Shibasaki (The University of Tokyo); Noboru Koshizuka (The University of Tokyo) |
| Advancing Confidence Calibration and Quantification in Medication Recommendation DOI: https://doi.org/10.1145/3690624.3709232 |
| Qianyu Chen (Beijing Institute of Technology); Xin Li (Beijing Institute of Technology); Yujie Fang (Beijing Institute of Technology); Mingzhong Wang (University of the Sunshine Coast) |
| IDentity with Locality: An Ideal Hash for Gene Sequence Search DOI: https://doi.org/10.1145/3690624.3709233 |
| Tianyi Zhang (Computer Science, Rice University); Gaurav Gupta (Electrical and Computer Engineering, Rice University); Aditya Desai (Electrical Engineering and Computer Sciences, University of California); Anshumali Shrivastava (Computer Science, Rice University,ThirdAI Corp.) |
| TSPRank: Bridging Pairwise and Listwise Methods with a Bilinear Travelling Salesman Model DOI: https://doi.org/10.1145/3690624.3709234 |
| Weixian Waylon Li (University of Edinburgh); Yftah Ziser (Nvidia Research); Yifei Xie (University of Edinburgh); Shay B. Cohen (University of Edinburgh); Tiejun Ma (University of Edinburgh) |
| Asymmetrical Reciprocity-based Federated Learning for Resolving Disparities in Medical Diagnosis DOI: https://doi.org/10.1145/3690624.3709235 |
| Jiaqi Wang (The Pennsylvania State University); Ziyi Yin (The Pennsylvania State University); Quanzeng You (ByteDance); Lingjuan Lyu (Sony AI); Fenglong Ma (The Pennsylvania State University) |
| A Universal Model for Human Mobility Prediction DOI: https://doi.org/10.1145/3690624.3709236 |
| Qingyue Long (Department of Electronic Engineering, BNRist, Tsinghua University); Yuan Yuan (Department of Electronic Engineering, BNRist, Tsinghua University); Yong Li (Department of Electronic Engineering, BNRist, Tsinghua University) |
| Off-Policy Evaluation and Learning for the Future under Non-Stationarity DOI: https://doi.org/10.1145/3690624.3709237 |
| Tatsuhiro Shimizu (Yale University); Kazuki Kawamura (Sony Group Corporation); Takanori Muroi (Sony Group Corporation); Yusuke Narita (Yale University); Kei Tateno (Sony Group Corporation); Takuma Udagawa (Sony Group Corporation); Yuta Saito (Cornell University) |
| GraphTool-Instruction: Revolutionizing Graph Reasoning in LLMs through Decomposed Subtask Instruction DOI: https://doi.org/10.1145/3690624.3709238 |
| Rongzheng Wang (Institute of Intelligent Computing, University of Electronic Science and Technology of China); Shuang Liang (Institute of Intelligent Computing, University of Electronic Science and Technology of China); Qizhi Chen (School of Computer Science and Engineering, University of Electronic Science and Technology of China); Jiasheng Zhang (School of Computer Science and Engineering, University of Electronic Science and Technology of China); Ke Qin (Institute of Intelligent Computing, University of Electronic Science and Technology of China) |
| Augmented Contrastive Clustering with Uncertainty-Aware Prototyping for Time Series Test Time Adaptation DOI: https://doi.org/10.1145/3690624.3709239 |
| Peiliang Gong (Nanjing University of Aeronautics and Astronautics); Mohamed Ragab (Technology Innovation Institute); Min Wu (Institute for Infocomm Research, Agency for Science Technology and Research (A*STAR)); Zhenghua Chen (Institute for Infocomm Research, Agency for Science Technology and Research (A*STAR),Centre for Frontier AI Research, Agency for Science Technology and Research (A*STAR)); Yongyi Su (South China University of Technology,Institute for Infocomm Research, Agency for Science Technology and Research (A*STAR)); Xiaoli Li (Institute for Infocomm Research, Agency for Science Technology and Research (A*STAR),Centre for Frontier AI Research, Agency for Science Technology and Research (A*STAR)); Daoqiang Zhang (Nanjing University of Aeronautics and Astronautics) |
| Tackling the Length Barrier: Dynamic Context Browsing for Knowledge-Intensive Task DOI: https://doi.org/10.1145/3690624.3709240 |
| Hongjin Qian (Peking University,Beijing Academy of Artificial Intelligence); Zheng Liu (Hong Kong Polytechnic University); Peitian Zhang (Gaoling School of Artificial Intelligence, Renmin University of China); Kelong Mao (Gaoling School of Artificial Intelligence, Renmin University of China); Yujia Zhou (Department of Computer Science and Technology, Tsinghua University); Xu Chen (Gaoling School of Artificial Intelligence, Renmin University of China); Zhicheng Dou (Gaoling School of Artificial Intelligence, Renmin University of China) |
| Large-Scale Spectral Graph Neural Networks via Laplacian Sparsification DOI: https://doi.org/10.1145/3690624.3709241 |
| Haipeng Ding (Renmin University of China); Zhewei Wei (Renmin University of China); Yuhang Ye (Huawei Poisson Lab, Huawei Technologies Ltd.) |
| Handling Feature Heterogeneity with Learnable Graph Patches DOI: https://doi.org/10.1145/3690624.3709242 |
| Yifei Sun (Zhejiang University); Yang Yang (Zhejiang University); Xiao Feng (Zhejiang University); Zijun Wang (Zhejiang University); Haoyang Zhong (Huazhong University of Science and Technology); Chunping Wang (Finvolution Group); Lei Chen (Finvolution Group) |
| Runtime-Aware Pipeline for Vertical Federated Learning with Bounded Model Staleness DOI: https://doi.org/10.1145/3690624.3709243 |
| Xiong Wang (School of Computer Science and Technology, Huazhong University of Science and Technology); Yi Zhang (School of Computer Science and Technology, Huazhong University of Science and Technology); Yuxin Chen (School of Computer Science and Technology, Huazhong University of Science and Technology); Yuqing Li (School of Cyber Science and Engineering, Wuhan University); Chuanhu Ma (School of Computer Science and Technology, Huazhong University of Science and Technology); Bo Li (Department of Computer Science and Engineering, Hong Kong University of Science and Technology); Hai Jin (School of Computer Science and Technology, Huazhong University of Science and Technology) |
| Conservation-informed Graph Learning for Spatiotemporal Dynamics Prediction DOI: https://doi.org/10.1145/3690624.3709244 |
| Yuan Mi (Renmin University of China); Pu Ren (Northeastern University); Hongteng Xu (Renmin University of China); Hongsheng Liu (Huawei Technologies Ltd.); Zidong Wang (Zhejiang University); Yike Guo (HKUST); Ji-Rong Wen (Renmin University of China); Hao Sun (Renmin University of China); Yang Liu (University of Chinese Academy of Sciences) |
| Interpretable Prediction and Feature Selection for Survival Analysis DOI: https://doi.org/10.1145/3690624.3709245 |
| Mike Van Ness (Stanford University); Madeleine Udell (Stanford University) |
| SCode: A Spherical Code Metric Learning Approach to Continuously Monitoring Predictive Events in Networked Data DOI: https://doi.org/10.1145/3690624.3709246 |
| Qu Liu (University of Massachusetts, Lowell); Emil Zulawnik (University of Massachusetts, Lowell); Tingjian Ge (University of Massachusetts, Lowell) |
| Causal Discovery from Shifted Multiple Environments DOI: https://doi.org/10.1145/3690624.3709247 |
| Dezhi Yang (School of Software, Shandong University); Guoxian Yu (School of Software, Shandong University); Jun Wang (School of Software, Shandong University); Jinglin Zhang (School of Control Science and Engineering, Shandong University); Carlotta Domeniconi (Department of Computer Science, George Mason University) |
| Exploring Feature-based Knowledge Distillation for Recommender System: A Frequency Perspective DOI: https://doi.org/10.1145/3690624.3709248 |
| Zhangchi Zhu (East China Normal University); Wei Zhang (East China Normal University) |
| Understanding and Mitigating Hyperbolic Dimensional Collapse in Graph Contrastive Learning DOI: https://doi.org/10.1145/3690624.3709249 |
| Yifei Zhang (The Chinese University of Hong Kong); Hao Zhu (Data61/CSIRO); Menglin Yang (Yale University); Jiahong Liu (The Chinese University of Hong Kong); Rex Ying (Yale University); Irwin King (The Chinese University of Hong Kong); Piotr Koniusz (Data61?CSIRO,Australian National University) |
| R^2MR: Review and Rewrite Modality for Recommendation DOI: https://doi.org/10.1145/3690624.3709250 |
| Gu Tang (Shanghai Jiao Tong University); Jinghe Wang (Shanghai Jiao Tong University); Xiaoying Gan (Shanghai Jiao Tong University); Bin Lu (Shanghai Jiao Tong University); Ze Zhao (Shanghai Jiao Tong Universityy); Luoyi Fu (Shanghai Jiao Tong University); Xinbing Wang (Shanghai Jiao Tong University); Chenghu Zhou (Chinese Academy of Sciences) |
| Variational Graph Autoencoder for Heterogeneous Information Networks with Missing and Inaccurate Attributes DOI: https://doi.org/10.1145/3690624.3709251 |
| Yige Zhao (East China Normal University); Jianxiang Yu (East China Normal University); Yao Cheng (East China Normal University); Chengcheng Yu (Shanghai Polytechnic University); Yiding Liu (Baidu Inc.); Xiang Li (East China Normal University); Shuaiqiang Wang (Baidu Inc.) |
| RELIEF: Reinforcement Learning Empowered Graph Feature Prompt Tuning DOI: https://doi.org/10.1145/3690624.3709252 |
| Jiapeng Zhu (East China Normal University); Zichen Ding (East China Normal University); Jianxiang Yu (East China Normal University); Jiaqi Tan (East China Normal University); Xiang Li (East China Normal University,Engineering Research Center of Blockchain Data Management (East China Normal University), Ministry of Education); Weining Qian (East China Normal University) |
| FABind+: Enhancing Molecular Docking through Improved Pocket Prediction and Pose Generation DOI: https://doi.org/10.1145/3690624.3709253 |
| Kaiyuan Gao (Huazhong University of Science and Technology); Qizhi Pei (Renmin University of China); Gongbo Zhang (Huazhong University of Science and Technology); Jinhua Zhu (University of Science and Technology of China); Kun He (Huazhong University of Sceince and Technology); Lijun Wu (Shanghai Artificial Intelligence Laboratory) |
| ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting DOI: https://doi.org/10.1145/3690624.3709254 |
| Hyunwoo Seo (Ulsan National Institute of Science and Technology); Chiehyeon Lim (Ulsan National Institute of Science and Technology) |
| Fine-tuning Multimodal Large Language Models for Product Bundling DOI: https://doi.org/10.1145/3690624.3709255 |
| Xiaohao Liu (National University of Singapore); Jie Wu (Communication University of China); Zhulin Tao (Communication University of China); Yunshan Ma (National University of Singapore); Yinwei Wei (Shandong University); Tat-Seng Chua (National University of Singapore) |
| Can Large Language Models Improve the Adversarial Robustness of Graph Neural Networks? DOI: https://doi.org/10.1145/3690624.3709256 |
| Zhongjian Zhang (Beijing University of Posts and Telecommunications); Xiao Wang (Beihang University); Huichi Zhou (Imperial College London); Yue Yu (Beijing University of Posts and Telecommunications); Mengmei Zhang (China Telecom Bestpay); Cheng Yang (Beijing University of Posts and Telecommunications); Chuan Shi (Beijing University of Post and Telecommunication) |
| Noise-Resilient Point-wise Anomaly Detection in Time Series Using Weak Segment Labels DOI: https://doi.org/10.1145/3690624.3709257 |
| Yaxuan Wang (University of California, Santa Cruz); Hao Cheng (Hong Kong Baptist University); Jing Xiong (University of California, Santa Cruz); Qingsong Wen (Squirrel AI); Han Jia (RIPED, CNPC); Ruixuan Song (University of California, Santa Cruz); Liyuan Zhang (DUT,RIPED, CNPC); Zhaowei Zhu (BIAI, ZJUT,D5 Data); Yang Liu (University of California, Santa Cruz) |
| Conditional Generative Modeling for High-dimensional Marked Temporal Point Processes DOI: https://doi.org/10.1145/3690624.3709258 |
| Zheng Dong (Amazon); Zekai Fan (Carnegie Mellon University); Shixiang Zhu (Carnegie Mellon University) |
| Detecting Interpretable Subgroup Drifts DOI: https://doi.org/10.1145/3690624.3709259 |
| Flavio Giobergia (Politecnico di Torino); Eliana Pastor (Politecnico di Torino); Luca de Alfaro (University of California, Santa Cruz); Elena Baralis (Politecnico di Torino) |
| IN-Flow: Instance Normalization Flow for Non-stationary Time Series Forecasting DOI: https://doi.org/10.1145/3690624.3709260 |
| Wei Fan (University of Oxford); Shun Zheng (Microsoft Research Asia); Pengyang Wang (University of Macau); Rui Xie (University of Central Florida); Kun Yi (State Information Center of China); Qi Zhang (Tongji University); Jiang Bian (Microsoft Research Asia); Yanjie Fu (Arizona State University) |
| Why Not Together? A Multiple-Round Recommender System for Queries and Items DOI: https://doi.org/10.1145/3690624.3709261 |
| Jiarui Jin (Shanghai Jiao Tong University,Xiaohongshu Inc.); Xianyu Chen (Shanghai Jiao Tong University,Tencent Inc.); Weinan Zhang (Shanghai Jiao Tong University); Yong Yu (Shanghai Jiao Tong University); Jun Wang (University College London) |
| Neural Network Pruning for Invariance Learning DOI: https://doi.org/10.1145/3690624.3709262 |
| Derek Xu (University of California, Los Angeles); Yuanzhou Chen (University of California, Los Angeles); Yizhou Sun (University of California, Los Angeles); Wei Wang (University of California, Los Angeles) |
| MGS3: A Multi-Granularity Self-Supervised Code Search Framework DOI: https://doi.org/10.1145/3690624.3709263 |
| Rui Li (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China); Junfeng Kang (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China); Qi Liu (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China,Institute of Artificial Intelligence, Hefei Comprehensive National Science Center); Liyang He (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China); Zheng Zhang (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China); Yunhao Sha (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China); Linbo Zhu (University of Science and Technology of China,Institute of Artificial Intelligence, Hefei Comprehensive National Science Center); Zhenya Huang (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China,Institute of Artificial Intelligence, Hefei Comprehensive National Science Center) |
| Exploring Heterogeneity and Uncertainty for Graph-based Cognitive Diagnosis Models in Intelligent Education DOI: https://doi.org/10.1145/3690624.3709264 |
| Pengyang Shao (Key Laboratory of Knowledge Engineering with Big Data, Hefei University of Technology); Yonghui Yang (Key Laboratory of Knowledge Engineering with Big Data, Hefei University of Technology); Chen Gao (BNRist, Tsinghua University); Lei Chen (Department of Electronic Engineering, BNRist, Tsinghua University); Kun Zhang (Key Laboratory of Knowledge Engineering with Big Data, Hefei University of Technology); Chenyi Zhuang (Ant Group); Le Wu (Key Laboratory of Knowledge Engineering with Big Data, Hefei University of Technology); Yong Li (Department of Electronic Engineering, BNRist, Tsinghua University); Meng Wang (Key Laboratory of Knowledge Engineering with Big Data, Hefei University of Technology) |
| Enhancing Black-Box Adversarial Attacks on Discrete Sequential Data via Bilevel Bayesian Optimization in Hybrid Spaces DOI: https://doi.org/10.1145/3690624.3709265 |
| Tianxing Man (School of Artificial Intelligence, Jilin University); Xingchen Li (School of Artificial Intelligence, Jilin University); Zhaogeng Liu (School of Artificial Intelligence, Jilin University); Haozhen Zhang (School of Artificial Intelligence, Jilin University); Bin Gu (School of Artificial Intelligence, Jilin University); Yi Chang (School of Artificial Intelligence, Jilin University,International Center of Future Science, Jilin University) |
| TSINR: Capturing Temporal Continuity via Implicit Neural Representations for Time Series Anomaly Detection DOI: https://doi.org/10.1145/3690624.3709266 |
| Mengxuan Li (Zhejiang University); Ke Liu (Zhejiang University); Hongyang Chen (Zhejiang Lab); Jiajun Bu (Zhejiang University); Hongwei Wang (Zhejiang University); Haishuai Wang (Zhejiang University) |
| Learning Attribute as Explicit Relation for Sequential Recommendation DOI: https://doi.org/10.1145/3690624.3709267 |
| Gang Liu (University of Notre Dame); Fan Yang (Amazon); Yang Jiao (Amazon); Alireza Bagheri Garakani (Amazon); Tian Tong (Amazon); Yan Gao (Amazon); Meng Jiang (University of Notre Dame) |
| Simplicial SMOTE: Oversampling Solution to the Imbalanced Learning Problem DOI: https://doi.org/10.1145/3690624.3709268 |
| Oleg Kachan (Sber AI Lab,HSE University); Andrey Savchenko (Sber AI Lab,HSE University); Gleb Gusev (Sber AI Lab) |
| Stable Representation Learning on Graphs from Multiple Environments with Structure Distribution Shift DOI: https://doi.org/10.1145/3690624.3709269 |
| Tong Zhao (Ant Group); Daixin Wang (Ant Group); Zhiqiang Zhang (Ant Group); Yulin Kang (Ant Group); Jun Zhou (Ant Group) |
| Electron-Informed Coarse-Graining Molecular Representation Learning for Real-World Molecular Physics DOI: https://doi.org/10.1145/3690624.3709270 |
| Gyoung S. Na (Korea Research Institute of Chemical Technology); Chanyoung Park (Korea Advanced Institute of Science and Technology) |
| ScalaGBM: Memory Efficient GBDT Training for High-Dimensional Data on GPU DOI: https://doi.org/10.1145/3690624.3709271 |
| Borui Xu (Shandong University); Zeyi Wen (Hong Kong University of Science and Technology (Guangzhou),Hong Kong University of Science and Technology); Yao Chen (National University of Singapore); Weiguo Liu (Shandong University); Weng-Fai Wong (National University of Singapore); Bingsheng He (National University of Singapore) |
| Grid and Road Expressions Are Complementary for Trajectory Representation Learning DOI: https://doi.org/10.1145/3690624.3709272 |
| Silin Zhou (University of Electronic Science and Technology of China); Shuo Shang (University of Electronic Science and Technology of China); Lisi Chen (University of Electronic Science and Technology of China); Peng Han (University of Electronic Science and Technology of China); Christian S. Jensen (Aalborg University) |
| ProST: Prompt Future Snapshot on Dynamic Graphs for Spatio-Temporal Prediction DOI: https://doi.org/10.1145/3690624.3709273 |
| Kaiwen Xia (Southeast University,JD Logistics); Li Lin (Southeast University); Shuai Wang (Southeast University); Qi Zhang (Southeast University); Shuai Wang (Southeast University); Tian He (JD Logistics) |
| Hypergraph Motif Representation Learning DOI: https://doi.org/10.1145/3690624.3709274 |
| Alessia Antelmi (Università degli Studi di Torino); Gennaro Cordasco (Università della Campania “Luigi Vanvitelli”); Daniele De Vinco (Università degli Studi di Salerno); Valerio Di Pasquale (Università degli Studi di Salerno); Mirko Polato (Università degli Studi di Torino); Carmine Spagnuolo (Università degli Studi di Salerno) |
| Mitigating Redundancy in Deep Recommender Systems: A Field Importance Distribution Perspective DOI: https://doi.org/10.1145/3690624.3709275 |
| Xianquan Wang (University of Science and Technology of China); Likang Wu (Tianjin University); Zhi Li (Shenzhen International Graduate School, Tsinghua University); Haitao Yuan (National Technological University); Shuanghong Shen (Institute of Artificial Intelligence, Hefei Comprehensive National Science Center); Huibo Xu (University of Science and Technology of China); Yu Su (Hefei Normal University); Chenyi Lei (Kuaishou Technology) |
| Mixed Blessing: Class-Wise Embedding guided Instance-Dependent Partial Label Learning DOI: https://doi.org/10.1145/3690624.3709276 |
| Fuchao Yang (College of Software Engineering, Southeast University); Jianhong Cheng (School of Computer Science and Engineering, Southeast University); Hui Liu (Yam Pak Charitable Foundation School of Computing and Information Sciences, Saint Francis University); Yongqiang Dong (School of Computer Science and Engineering, Southeast University); Yuheng Jia (School of Computer Science and Engineering, Southeast University, Saint Francis University); Junhui Hou (Department of Computer Science, City University of Hong Kong) |
| UniGraph: Learning a Unified Cross-Domain Foundation Model for Text-Attributed Graphs DOI: https://doi.org/10.1145/3690624.3709277 |
| Yufei He (National University of Singapore); Yuan Sui (National University of Singapore); Xiaoxin He (National University of Singapore); Bryan Hooi (National University of Singapore) |
| Combinatorial Optimization Perspective based Framework for Multi-behavior Recommendation DOI: https://doi.org/10.1145/3690624.3709278 |
| Chenhao Zhai (Shenzhen International Graduate School, Tsinghua University); Chang Meng (Kuaishou Technology); Yu Yang (Shenzhen International Graduate School, Tsinghua University); Kexin Zhang (Shenzhen International Graduate School, Tsinghua University); Xuhao Zhao (School of Electronic Information and Electrical Engineering, Shanghai Jiaotong University); Xiu Li (Shenzhen International Graduate School, Tsinghua University) |
| Achieving Nearly-Optimal Regret and Sample Complexity in Dueling Bandits with Applications in Online Recommendations DOI: https://doi.org/10.1145/3690624.3709279 |
| Lanjihong Ma (National Key Laboratory for Novel Software Technology, School of Artificial Intelligence, Nanjing University); Yao-Xiang Ding (State Key Lab of CAD & CG, Zhejiang University); Zhen-Yu Zhang (Center for Advanced Intelligence Project, RIKEN); Zhi-Hua Zhou (National Key Laboratory for Novel Software Technology, School of Artificial Intelligence, Nanjing University) |
| Connecting Domains and Contrasting Samples: A Ladder for Domain Generalization DOI: https://doi.org/10.1145/3690624.3709280 |
| Tianxin Wei (UIUC); Yifan Chen (HKBU); Xinrui He (UIUC); Wenxuan Bao (UIUC); Jingrui He (UIUC) |
| Language Representation Favored Zero-Shot Cross-Domain Cognitive Diagnosis DOI: https://doi.org/10.1145/3690624.3709281 |
| Shuo Liu (Shanghai Institute of AI Education, and School of Computer Science and Technology, East China Normal University); Zihan Zhou (Shanghai Institute of AI Education, and School of Computer Science and Technology, East China Normal University); Yuanhao Liu (Shanghai Institute of AI Education, and School of Computer Science and Technology, East China Normal University); Jing Zhang (Department of Educational Psychology, Faculty of Education, East China Normal University); Hong Qian (Shanghai Institute of AI Education, and School of Computer Science and Technology, East China Normal University) |
| Embedding Prior Task-specific Knowledge into Language Models for Context-aware Document Ranking DOI: https://doi.org/10.1145/3690624.3709282 |
| Shuting Wang (Gaoling School of Artificial Intelligence, Renmin University of China); Yutao Zhu (Gaoling School of Artificial Intelligence, Renmin University of China); Zhicheng Dou (Gaoling School of Artificial Intelligence, Renmin University of China) |
| Modeling Time-evolving Causality over Data Streams DOI: https://doi.org/10.1145/3690624.3709283 |
| Naoki Chihara (SANKEN, Osaka University); Yasuko Matsubara (SANKEN, Osaka University); Ren Fujiwara (SANKEN, Osaka University); Yasushi Sakurai (SANKEN, Osaka University) |
| Breaking the Memory Wall for Heterogeneous Federated Learning via Progressive Training DOI: https://doi.org/10.1145/3690624.3709284 |
| Yebo Wu (State Key Laboratory of IoTSC, University of Macau); Li Li (State Key Laboratory of IoTSC, University of Macau ); Cheng-zhong Xu (State Key Laboratory of IoTSC, University of Macau) |
| Data Glitches Discovery using Influence-based Model Explanations DOI: https://doi.org/10.1145/3690624.3709285 |
| Nikolaos Myrtakis (ETIS Lab, ENSEA,University of Crete); Ioannis Tsamardinos (University of Crete); Vassilis Christophides (ETIS Lab, ENSEA) |
| DistPred: A Distribution-Free Probabilistic Inference Method for Regression and Forecasting DOI: https://doi.org/10.1145/3690624.3709286 |
| Daojun Liang (School of Information Science and Engineering, Shandong University) |
| SEPTQ: A Simple and Effective Post-Training Quantization Paradigm for Large Language Models DOI: https://doi.org/10.1145/3690624.3709287 |
| Han Liu (Dalian University of Technology); Haotian Gao (Dalian University of Technology); Xiaotong Zhang (Dalian University of Technology); Changya Li (Dalian University of Technology); Feng Zhang (Peking University); Wei Wang (Shenzhen MSU-BIT University); Fenglong Ma (The Pennsylvania State University); Hong Yu (Dalian University of Technology) |
| Safe Online Bid Optimization with Return on Investment and Budget Constraints DOI: https://doi.org/10.1145/3690624.3709288 |
| Matteo Castiglioni (Politecnico di Milano); Alessandro Nuara (ADcube,Politecnico di Milano); Giulia Romano (Politecnico di Milano); Giorgio Spadaro (Politecnido di Milano); Francesco Trovò (Politecnico di Milano); Nicola Gatti (Politecnico di Milano) |
| Stealing Training Graphs from Graph Neural Networks DOI: https://doi.org/10.1145/3690624.3709289 |
| Minhua Lin (The Pennsylvania State University); Enyan Dai (Hong Kong University of Science and Technology (Guangzhou)); Junjie Xu (The Pennsylvania State University); Jinyuan Jia (The Pennsylvania State University); Xiang Zhang (The Pennsylvania State University); Suhang Wang (The Pennsylvania State University) |
| On the Necessity of World Knowledge for Mitigating Missing Labels in Extreme Classification DOI: https://doi.org/10.1145/3690624.3709290 |
| Jatin Prakash (New York University); Anirudh Buvanesh (Mila – Quebec Artificial Intelligence Institute); Bishal Santra (Microsoft Research); Deepak Saini (Microsoft Corporation); Sachin Yadav (Google DeepMind); Jian Jiao (Microsoft Corporation); Yashoteja Prabhu (Microsoft Research); Amit Sharma (Microsoft Research); Manik Varma (Microsoft Research) |
| GROOT: Effective Design of Biological Sequences with Limited Experimental Data DOI: https://doi.org/10.1145/3690624.3709291 |
| Thanh V. T. Tran (FPT Software AI Center); Nhat Khang Ngo (FPT Software AI Center); Viet Anh Nguyen (FPT Software AI Center); Truong Son Hy (University of Alabama at Birmingham) |
| Lorentzian Residual Neural Networks DOI: https://doi.org/10.1145/3690624.3709292 |
| Neil He (Yale University); Menglin Yang (Yale University); Rex Ying (Yale University) |
| Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing DOI: https://doi.org/10.1145/3690624.3709293 |
| Zexu Sun (Gaoling School of Artificial Intelligence, Renmin University of China); Qiyu Han (School of Statistics, Renmin University of China); Minqin Zhu (Department of Computer Science and Technology, Zhejiang University); Hao Gong (Kuaishou Technology); Dugang Liu (College of Computer Science and Software Engineering, Shenzhen University); Chen Ma (Department of Computer Science, City University of Hong Kong) |
| Distributional Prototype Learning for Out-of-distribution Detection DOI: https://doi.org/10.1145/3690624.3709294 |
| Bo Peng (University of Technology Sydney); Jie Lu (University of Technology Sydney); Yonggang Zhang (Hong Kong Baptist University); Guangquan Zhang (University of Technology Sydney (UTS)); Zhen Fang (University of Technology Sydney) |
| On the Support Vector Effect in DNNs: Rethinking Data Selection and Attribution DOI: https://doi.org/10.1145/3690624.3709295 |
| Syed Hasan Amin Mahmood (Purdue University); Ming Yin (Purdue University); Rajiv Khanna (Purdue University) |
| Stabilizing Modality Gap & Lowering Gradient Norms Improve Zero-Shot Adversarial Robustness of VLMs DOI: https://doi.org/10.1145/3690624.3709296 |
| Junhao Dong (Nanyang Technological University,Centre for Frontier AI Research, IHPC, A*STAR); Piotr Koniusz (Data61, CSIRO); Xinghua Qu (Bytedance); Yew-Soon Ong (Nanyang Technological University,Centre for Frontier AI Research, IHPC, A*STAR) |
| Bi-Dynamic Graph ODE for Opinion Evolution DOI: https://doi.org/10.1145/3690624.3709297 |
| Bowen Duan (Department of Electronic Engineering, Tsinghua University); Henggang Deng (Department of Electronic Engineering, Tsinghua University); Jinghua Piao (Department of Electronic Engineering, BNRist, Tsinghua University); Huandong Wang (Department of Electronic Engineering, BNRist, Tsinghua University); Yue Wang (Department of Electronic Engineering, BNRist, Tsinghua University) |
| Mixing Time Matters: Accelerating Effective Resistance Estimation via Bidirectional Method DOI: https://doi.org/10.1145/3690624.3709298 |
| Guanyu Cui (Renmin University of China); Hanzhi Wang (BARC, University of Copenhagen); Zhewei Wei (Renmin University of China) |
| Generalizable Recommender System During Temporal Popularity Distribution Shifts DOI: https://doi.org/10.1145/3690624.3709299 |
| Hyunsik Yoo (University of Illinois Urbana-Champaign); Ruizhong Qiu (University of Illinois Urbana-Champaign); Charlie Xu (Amazon.com, Inc.); Fei Wang (Amazon.com, Inc.); Hanghang Tong (University of Illinois Urbana-Champaign) |
| Counterfactual Explanations with Probabilistic Guarantees on their Robustness to Model Change DOI: https://doi.org/10.1145/3690624.3709300 |
| Ignacy Stępka (Poznan University of Technology); Jerzy Stefanowski (Poznan University of Technology); Mateusz Lango (Charles University,Poznan University of Technology) |
| Fast and Effective GNN Training through Sequences of Random Path Graphs DOI: https://doi.org/10.1145/3690624.3709301 |
| Francesco Bonchi (CENTAI Institute,Eurecat); Claudio Gentile (Google Research); Francesco Paolo Nerini (Sapienza University,CENTAI Institute); André Panisson (CENTAI Institute); Fabio Vitale (CENTAI Institute) |
| 3DGraphX: Explaining 3D Molecular Graph Models via Incorporating Chemical Priors DOI: https://doi.org/10.1145/3690624.3709302 |
| Xufeng Liu (State University of New York at Stony Brook); Dongsheng Luo (Florida International University); Wenhan Gao (State University of New York at Stony Brook); Yi Liu (State University of New York at Stony Brook) |
| Partial Pre-Post Code Tree: A Memory-Efficient Tree Structure for Conjunctive Rule Mining DOI: https://doi.org/10.1145/3690624.3709303 |
| Van Quoc Phuong Huynh (Johannes Kepler University Linz); Florian Beck (Johannes Kepler University Linz); Johannes Fürnkranz (Johannes Kepler University Linz) |
| GLINT-RU: Gated Lightweight Intelligent Recurrent Units for Sequential Recommender Systems DOI: https://doi.org/10.1145/3690624.3709304 |
| Sheng Zhang (City University of Hong Kong,High Magnetic Field Laboratory, Chinese Academy of Sciences); Maolin Wang (City University of Hong Kong); Wanyu Wang (City University of Hong Kong); Jingtong Gao (City University of Hong Kong); Xiangyu Zhao (City University of Hong Kong); Yu Yang (City University of Hong Kong); Xuetao Wei (Southern University of Science and Technology); Zitao Liu (Jinan University); Tong Xu (University of Science and Technology of China) |
| Progressive Generalization Risk Reduction for Data-Efficient Causal Effect Estimation DOI: https://doi.org/10.1145/3690624.3709305 |
| Hechuan Wen (The University of Queensland); Tong Chen (The University of Queensland); Guanhua Ye (Beijing University of Posts and Telecommunications); Li Kheng Chai (Health and Wellbeing Queensland); Shazia Sadiq (The University of Queensland); Hongzhi Yin (The University of Queensland) |
| Multi-level Matching Network for Multimodal Entity Linking DOI: https://doi.org/10.1145/3690624.3709306 |
| Zhiwei Hu (School of Computer and Information Technology, Shanxi University); Victor Gutierrez Basulto (School of Computer Science and Informatics, Cardiff University); Ru Li (School of Computer and Information Technology, Shanxi University); Jeff Z. Pan (ILCC, School of Informatics, University of Edinburgh) |
| Graph Contrastive Learning with Progressive Augmentations DOI: https://doi.org/10.1145/3690624.3709307 |
| Yuhai Zhao (School of Computer Science and Engineering, Key Laboratory of Intelligent Computing in Medical Image of Ministry of Education, Northeastern University); Yejiang Wang (School of Computer Science and Engineering, Key Laboratory of Intelligent Computing in Medical Image of Ministry of Education, Northeastern University); Zhengkui Wang (InfoComm Technology Cluster, Singapore Institute of Technology); Wen Shan (Singapore University of Social Sciences); Miaomiao Huang (School of Computer Science and Engineering, Northeastern University); Xingwei Wang (School of Computer Science and Engineering, Northeastern University) |
| Seeing the Unseen in Micro-Video Popularity Prediction: Self-Correlation Retrieval for Missing Modality Generation DOI: https://doi.org/10.1145/3690624.3709308 |
| Zhangtao Cheng (University of Electronic Science and Technology of China); Jian Lang (University of Electronic Science and Technology of China); Ting Zhong (University of Electronic Science and Technology of China); Fan Zhou (University of Electronic Science and Technology of China) |
| BTFL: A Bayesian-based Test-Time Generalization Method for Internal and External Data Distributions in Federated learning DOI: https://doi.org/10.1145/3690624.3709309 |
| Yu Zhou (Beijing University of Posts and Telecommunications); Bingyan Liu (Beijing University of Posts and Telecommunications) |
| Weight-Constrained Simple Path Enumeration in Weighted Graph DOI: https://doi.org/10.1145/3690624.3709310 |
| Dian Ouyang (Guangzhou University); Dong Wen (University of New South Wales); Jianye Yang (Guangzhou University); Wentao Li (University of Leicester); Xuemin Lin (Shanghai Jiaotong University) |
| Generalizing Personalized Federated Graph Augmentation via Min-max Adversarial Learning DOI: https://doi.org/10.1145/3690624.3709311 |
| Liang Zhang (Shenzhen Research Institute of Big Data); Tao Long (College of Computer Science and Software Engineering, Shenzhen University); Yang Liu (Data Science Research Center, Dukekunshan University); Lei Zhang (College of Computer Science and Software Engineering, Shenzhen University); Laizhong Cui (College of Computer Science and Software Engineering, Shenzhen University); Qingjiang Shi (School of Software Engineering, Tongji University) |
| LLM-Eraser: Optimizing Large Language Model Unlearning through Selective Pruning DOI: https://doi.org/10.1145/3690624.3709312 |
| Shengming Zhang (Chinese Academy of Medical Sciences & Peking Union Medical College); Le Zhang (Baidu Research); Jingbo Zhou (Baidu Research); Zhi Zheng (University of Science and Technology of China); Hui Xiong (Hong Kong University of Science and Technology (Guangzhou)) |
| Contextual Generative Auction with Permutation-level Externalities for Online Advertising DOI: https://doi.org/10.1145/3690624.3709313 |
| Ruitao Zhu (Shanghai Jiao Tong University); Yangsu Liu (Alibaba Group); Dagui Chen (Alibaba Group); Zhenjia Ma (Alibaba Group); Chufeng Shi (Shanghai Jiao Tong University); Zhenzhe Zheng (Shanghai Jiao Tong University); Jie Zhang (Alibaba Group); Jian Xu (Alibaba Group); Bo Zheng (Alibaba Group); Fan Wu (Shanghai Jiao Tong University) |
| Attribute-Enhanced Similarity Ranking for Sparse Link Prediction DOI: https://doi.org/10.1145/3690624.3709314 |
| Joao Mattos (Rice University); Zexi Huang (UC Santa Barbara); Mert Kosan (UC Santa Barbara); Ambuj Singh (UC Santa Barbara); Arlei Silva (Rice University) |
| Towards Context-Aware Traffic Classification via Time-Wavelet Fusion Network DOI: https://doi.org/10.1145/3690624.3709315 |
| Ziming Zhao (Zhejiang University); Zhuoxue Song (Zhejiang University); Xiaofei Xie (Singapore Management University); Zhaoxuan Li (Institute of Information Engineering, CAS); Jiongchi Yu (Singapore Management University); Fan Zhang (Zhejiang University); Tingting Li (Zhejiang University) |
| Input Snapshots Fusion for Scalable Discrete-Time Dynamic Graph Neural Networks DOI: https://doi.org/10.1145/3690624.3709316 |
| Qingguo Qi (Zhejiang University); Hongyang Chen (Zhejiang Lab); Minhao Cheng (Pennsylvania State University); Han Liu (Dalian University of Technology) |
| Diffusion-Inspired Cold Start with Sufficient Prior in Computerized Adaptive Testing DOI: https://doi.org/10.1145/3690624.3709317 |
| Haiping Ma (Information Materials and Intelligent Sensing Laboratory of Anhui Province, the Institutes of Physical Science and Information Technology, Anhui University); Aoqing Xia (The Institutes of Physical Science and Information Technology, Anhui University); Changqian Wang (The Institutes of Physical Science and Information Technology, Anhui University); Hai Wang (The Institutes of Physical Science and Information Technology, Anhui University); Xingyi Zhang (School of Computer Science and Technology, Anhui University) |
| Incremental Label Distribution Learning DOI: https://doi.org/10.1145/3690624.3709318 |
| Chao Xu (National University of Defense Technology); Xijia Tang (National University of Defense Technology); Hong Tao (National University of Defense Technology); Chenping Hou (National University of Defense Technology) |
| Revisiting Cognition in Neural Cognitive Diagnosis DOI: https://doi.org/10.1145/3690624.3709319 |
| Hengnian Gu (Northeast Normal University); Guoqian Luo (Northeast Normal University); Xiaoxiao Dong (Ludong University); Shulin Li (Northeast Normal University); Dongdai Zhou (Northeast Normal University) |
| How to use Graph Data in the Wild to Help Graph Anomaly Detection? DOI: https://doi.org/10.1145/3690624.3709320 |
| Yuxuan Cao (Zhejiang University,Fudan University); Jiarong Xu (Fudan University); Chen Zhao (Fudan University); Jiaan Wang (WeChat AI, Tencent); Carl Yang (Emory University); Chunping Wang (Finvolution Group); Yang Yang (Zhejiang University) |
| AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation DOI: https://doi.org/10.1145/3690624.3709321 |
| Mengkang Hu (The University of Hong Kong); Pu Zhao (Microsoft); Can Xu (Microsoft); Qingfeng Sun (Microsoft); Jian-Guang Lou (Microsoft Research Asia); Qingwei Lin (Microsoft Research); Ping Luo (The University of Hong Kong); Saravan Rajmohan (Microsoft) |
| Chainlet Orbits: Topological Address Embedding for Blockchain DOI: https://doi.org/10.1145/3690624.3709322 |
| Poupak Azad (University of Manitoba); Baris Coskunuzer (University of Texas at Dallas); Murat Kantarcioglu (Virginia Polytechnic Institute and State University); Cuneyt G. Akcora (University of Central Florida) |
| AutoSTF: Decoupled Neural Architecture Search for Cost-Effective Automated Spatio-Temporal Forecasting DOI: https://doi.org/10.1145/3690624.3709323 |
| Tengfei Lyu (The Hong Kong University of Science and Technology (Guangzhou)); Weijia Zhang (The Hong Kong University of Science and Technology (Guangzhou)); Jinliang Deng (The Hong Kong University of Science and Technology); Hao Liu (The Hong Kong University of Science and Technology (Guangzhou),The Hong Kong University of Science and Technology) |
| Understanding Oversmoothing in Diffusion-Based GNNs From the Perspective of Operator Semigroup Theory DOI: https://doi.org/10.1145/3690624.3709324 |
| Weichen Zhao (The School of Statistics and Data Science, LPMC & KLMDASR, Nankai University); Chenguang Wang (The School of Data Science, The Chinese University of Hong Kong, Shenzhen); Xinyan Wang (The Academy of Mathematics and Systems Science, Chinese Academy of Sciences); Congying Han (School of Mathematical Sciences, University of the Chinese Academy of Sciences); Tiande Guo (School of Mathematical Sciences, University of the Chinese Academy of Sciences); Tianshu Yu (The School of Data Science, The Chinese University of Hong Kong, Shenzhen) |
| DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting DOI: https://doi.org/10.1145/3690624.3709325 |
| Xiangfei Qiu (East China Normal University); Xingjian Wu (East China Normal University); Yan Lin (Aalborg University); Chenjuan Guo (East China Normal University); Jilin Hu (School of Data Science and Engineering, East China Normal University,Engineering Research Center of Blockchain Data Management, East China Normal University); Bin Yang (East China Normal University) |
| LH-Mix: Local Hierarchy Correlation Guided Mixup over Hierarchical Prompt Tuning DOI: https://doi.org/10.1145/3690624.3709326 |
| Fanshuang Kong (CCSE, Beihang University); Richong Zhang (CCSE, Beihang University); Ziqiao Wang (Tongji University) |
| Fast and Accurate Temporal Hypergraph Representation for Hyperedge Prediction DOI: https://doi.org/10.1145/3690624.3709327 |
| Yuanyuan Xu (University of New South Wales); Wenjie Zhang (University of New South Wales); Ying Zhang (Zhejiang Gongshang University); Xiwei Xu (CSIRO Data61); Xuemin Lin (Shanghai Jiaotong University) |
| Learning Universal Multi-level Market Irrationality Factors to Improve Stock Return Forecasting DOI: https://doi.org/10.1145/3690624.3709328 |
| Chen Yang (School of Computer Science and Engineering, Beihang University); Jingyuan Wang (School of Computer Science and Engineering, Beihang University,School of Economics and Management, Beihang University); Xiaohan Jiang (School of Computer Science and Engineering, Beihang University); Junjie Wu (MIIT Key Laboratory of Data Intelligence and Management, Beihang University,School of Economics and Management, Beihang University) |
| CAPER: Enhancing Career Trajectory Prediction using Temporal Knowledge Graph and Ternary Relationship DOI: https://doi.org/10.1145/3690624.3709329 |
| Yeon-Chang Lee (Ulsan National Institute of Science and Technology); JaeHyun Lee (Hanyang University); Michiharu Yamashita (The Pennsylvania State University); Dongwon Lee (The Pennsylvania State University); Sang-Wook Kim (Hanyang University) |
| Scaling the Vocabulary of Non-autoregressive Models for Fast Generative Retrieval DOI: https://doi.org/10.1145/3690624.3709330 |
| Ravisri Valluri (Microsoft Research); Akash Kumar Mohankumar (Microsoft); Kushal Dave (Microsoft); Amit Singh (Microsoft); Jian Jiao (Microsoft); Manik Varma (Microsoft Research); Gaurav Sinha (Microsoft Research) |
| Dynamic Localisation of Spatial-Temporal Graph Neural Network DOI: https://doi.org/10.1145/3690624.3709331 |
| Wenying Duan (Jiangxi Provincial Key Laboratory of Intelligent Systems and Human-Machine Interaction, Nanchang University); Shujun Guo (School of Mathematics and Computer Sciences, Nanchang University); Zimu Zhou (School of Data Science, City University of Hong Kong); Wei Huang (School of Mathematics and Computer Sciences, Nanchang University); Hong Rao (School of Software, Nanchang University); Xiaoxi He (Faculty of Science and Technology, University of Macau) |
| Adaptive Domain Inference Attack with Concept Hierarchy DOI: https://doi.org/10.1145/3690624.3709332 |
| Yuechun Gu (Trustworthy and Intelligent Computing Lab (TAIC), Computer Science and Electrical Engineering, University of Maryland, Baltimore County); Jiajie He (Trustworthy and Intelligent Computing Lab (TAIC), Computer Science and Electrical Engineering, University of Maryland, Baltimore County); Keke Chen (Trustworthy and Intelligent Computing Lab (TAIC), Computer Science and Electrical Engineering, University of Maryland, Baltimore County) |
| How Well Calibrated are Extreme Multi-label Classifiers? An Empirical Analysis DOI: https://doi.org/10.1145/3690624.3709333 |
| Nasib Ullah (Aalto University); Erik Schultheis (Aalto University); Jinbin Zhang (Aalto University); Rohit Babbar (University of Bath,Aalto University) |
| PrivDPR: Synthetic Graph Publishing with Deep PageRank under Differential Privacy DOI: https://doi.org/10.1145/3690624.3709334 |
| Sen Zhang (The Hong Kong Polytechnic University); Haibo Hu (The Hong Kong Polytechnic University); Qingqing Ye (The Hong Kong Polytechnic University); Jianliang Xu (Hong Kong Baptist University) |
| Collaborative Large Language Models and Sequential Recommendation Models for Device-Cloud Recommendation DOI: https://doi.org/10.1145/3690624.3709335 |
| Zheqi Lv (Zhejiang University); Tianyu Zhan (Zhejiang University); Wenjie Wang (National University of Singapore); Xinyu Lin (National University of Singapore); Shengyu Zhang (Zhejiang University); Wenqiao Zhang (Zhejiang University); Jiwei Li (Zhejiang University); Kun Kuang (Zhejiang University); Fei Wu (Zhejiang University) |
| Online Item Cold-Start Recommendation with Popularity-Aware Meta-Learning DOI: https://doi.org/10.1145/3690624.3709336 |
| Yunze Luo (School of CS, Peking University); Yuezihan Jiang (Kuaishou Technology); Yinjie Jiang (Kuaishou Technology); Gaode Chen (Kuaishou Technology); Jingchi Wang (School of CS, Peking University); Kaigui Bian (School of CS, Peking University); Peiyi Li (Kuaishou Technology); Qi Zhang (Kuaishou Technology) |
| Robust Fast Adaptation from Adversarially Explicit Task Distribution Generation DOI: https://doi.org/10.1145/3690624.3709337 |
| Qi (Cheems) Wang (Tsinghua University); Yiqin Lv (Tsinghua University); Yixiu Mao (Tsinghua University); Yun Qu (Tsinghua University); Yi Xu (Dalian University of Technology); Xiangyang Ji (Tsinghua University) |
| Fast Causal Discovery by Approximate Kernel-based Generalized Score Functions with Linear Computational Complexity DOI: https://doi.org/10.1145/3690624.3709338 |
| Yixin Ren (Fudan University); Haocheng Zhang (Fudan University); Yewei Xia (Fudan University); Hao Zhang (SIAT, Chinese Academy of Sciences); Jihong Guan (Tongji University); Shuigeng Zhou (Fudan University) |
| Feature Selection for Network Intrusion Detection DOI: https://doi.org/10.1145/3690624.3709339 |
| Charles Westphal (University College London); Stephen Hailes (University College London); Mirco Musolesi (University College London,University of Bologna) |
| Future Matters for Present: Towards Effective Physical Simulation over Meshes DOI: https://doi.org/10.1145/3690624.3709340 |
| Xiao Luo (University of California, Los Angeles); Junyu Luo (Peking University); Huiyu Jiang (University of California, Santa Barbara); Hang Zhou (University of California, Davis); Zhiping Xiao (University of Washington); Wei Ju (Peking University); Carl Yang (Emory University); Ming Zhang (Peking University); Yizhou Sun (University of California, Los Angeles) |
| Task Diversity in Bayesian Federated Learning: Simultaneous Processing of Classification and Regression DOI: https://doi.org/10.1145/3690624.3709341 |
| Junliang Lyu (Center for Applied Statistics and School of Statistics, Renmin University of China); Yixuan Zhang (School of Statistics and Data Science, Southeast University); Xiaoling Lu (Center for Applied Statistics and School of Statistics, Renmin University of China,Innovation Platform, Renmin University of China); Feng Zhou (Center for Applied Statistics and School of Statistics, Renmin University of China,Beijing Advanced Innovation Center for Future Blockchain and Privacy Computing) |
| Locally Balancing Signed Graphs DOI: https://doi.org/10.1145/3690624.3709342 |
| Weizhe Chen (Chongqing University); Wentao Li (University of Leicester,The Hong Kong University of Science and Technology (Guangzhou)); Min Gao (Chongqing University); Dong Wen (University of New South Wales); Maolin Cai (Chongqing University); Wei Wang (The Hong Kong University of Science and Technology (Guangzhou),The Hong Kong University of Science and Technology) |
| An Efficient Diffusion-based Non-Autoregressive Solver for Traveling Salesman Problem DOI: https://doi.org/10.1145/3690624.3709343 |
| Mingzhao Wang (Jilin University); You Zhou (Jilin University); Zhiguang Cao (Singapore Management University); Yubin Xiao (Jilin University); Xuan Wu (Jilin University); Wei Pang (Heriot-Watt University); Yuan Jiang (Nanyang Technological University); Hui Yang (Jilin University); Peng Zhao (Jilin University); Yuanshu Li (Jilin University) |
| Abductive Learning for Neuro-Symbolic Grounded Imitation DOI: https://doi.org/10.1145/3690624.3709344 |
| Jie-Jing Shao (National Key Laboratory for Novel Software Technology, Nanjing University); Haoran Hao (National Key Laboratory for Novel Software Technology, Nanjing University); Xiao-Wen Yang (National Key Laboratory for Novel Software Technology, Nanjing University); Yu-Feng Li (National Key Laboratory for Novel Software Technology, Nanjing University) |
| Dynamic Causal Structure Discovery and Causal Effect Estimation DOI: https://doi.org/10.1145/3690624.3709345 |
| Jianian Wang (North Carolina State University); Rui Song (North Carolina State University) |
| $FLMarket:$ Enabling Privacy-preserved Pre-training Data Pricing for Federated Learning DOI: https://doi.org/10.1145/3690624.3709346 |
| Zhenyu Wen (Zhejiang University of Technology); Wanglei Feng (Zhejiang University of Technology); Di Wu (University of St. Andrews); Haozhen Hu (Zhejiang University of Technology); Chang Xu (Zhejiang University of Technology); Bin Qian (Zhejiang University); Zhen Hong (Zhejiang University of Technology); Cong Wang (Zhejiang University); Shouling Ji (Zhejiang University) |