Applied Data Science (ADS) Track Papers
DOI links will be available by August 3rd, please check back then to access the direct links below
| A Context based Personalized Deep Network for Nearby Flight Recommendation DOI: https://doi.org/10.1145/3711896.3737183 |
| Maolei Huang (Fliggy); Detao Lv (Fliggy); Yao Yu (Fliggy); Shuhan Song (State Key Lab of Processors, Institute of Computing Technology, Chinese Academy of Sciences); Dong Li (Fliggy); Zhuoran Zhuang (Fliggy) |
| A Fraudulent Blind Shipment Detection Framework in Logistics DOI: https://doi.org/10.1145/3711896.3737184 |
| Hongyu Lin (HKUST (GZ)); Shuxin Zhong (HKUST (GZ)); Yan Fang (University of Science and Technology of China); Zhiqing Hong (Computer Science, Rutgers University, New Brunswick); Wenjun Lyu (Computer Science Department, Rutgers University); Qipeng Xie (cse, Hong Kong University of Science and Technology); Haotian Wang (JD Logistic); Lu Wang (Computer Science, Shenzhen University); Kaishun Wu (HKUST (GZ)) |
| A Scalable and Efficient Signal Integration System for Job Matching DOI: https://doi.org/10.1145/3711896.3737185 |
| Ping Liu (LinkedIn); Rajat Arora (LinkedIn); Xiao Shi (LinkedIn); Benjamin Hoan Le (LinkedIn); Qianqi Shen (LinkedIn Talent Marketplace Eng, LinkedIn); Jianqiang Shen (AI, LinkedIn); Chengming Jiang (LinkedIn); Nikita Zhiltsov (LinkedIn); Priya Bannur (LinkedIn); Yidan Zhu (LTS, LinkedIn); Liming Dong (LTS AI, LinkedIn); Haichao Wei (Marketplace AI, LinkedIn); Qi Guo (LinkedIn); Luke Simon (LinkedIn); Liangjie Hong (LinkedIn); Wenjing Zhang (LinkedIn) |
| A Transferable Spatio-temporal Learning Framework for Cross-city Logistics Demand Prediction DOI: https://doi.org/10.1145/3711896.3737186 |
| Kaiwen Xia (Southeast University); Li Lin (Computer Science and Engineering Department, Southeast University); Xinrui Zhang (Southeast University); Haotian Wang (JD Logistic); Shuai Wang (Department of Computer Science, Southeast University); Tian He (JD Logistic) |
| ADMIRE: ADaptive method to enhance Multiple Image REsolutions in text-rich multi-image understanding DOI: https://doi.org/10.1145/3711896.3737187 |
| Qipeng Zhu (Fudan University); Xiong Wang (Ant Group); Zhihong Lu (Ant Group); Jiangwei Lao (Ant Group); Congyun Jin (Ant Group); Jie Chen (Fudan University); Yingzhe Peng (Southeast University); Qi Zhu (Ant Group); Lianzhen Zhong (Ant Group); Jiajia Liu (Ant Group); Peng Wei (Ant Group); Jian Wang (Ant Group) |
| AliBoost: Ecological Boosting Framework in Alibaba Platform DOI: https://doi.org/10.1145/3711896.3737188 |
| Qijie Shen (Alibaba Group); Yuanchen Bei (Zhejiang University); Zihong Huang (Alibaba Group); Jialin Zhu (Alibaba Group); Keqin Xu (Alibaba Group); Boya Du (Alibaba Group); Jiawei Tang (Alibaba Group); Yuning Jiang (Alibaba Group); Feiran Huang (Jinan University); Xiao Huang (Department of Computing, The Hong Kong Polytechnic University); Hao Chen (Faculty of Data Science, City University of Macau) |
| An Audio-centric Multi-task Learning Framework for Streaming Ads Targeting on Spotify DOI: https://doi.org/10.1145/3711896.3737190 |
| Shivam Verma (Spotify Inc.); Vivian Chen (Spotify Inc.); Darren Mei (Spotify Inc.) |
| An Auto-Coupon Framework for Advertiser Retention in Online Advertising DOI: https://doi.org/10.1145/3711896.3737191 |
| Yidan Xing (School of Computer Science, Shanghai Jiao Tong University); Haoqi Zhang (School of Computer Science, Shanghai Jiao Tong University); Yangsu Liu (Alibaba Group); Dagui Chen (Alibaba Group); Zhenzhe Zheng (School of Computer Science, Shanghai Jiao Tong University); Fan Wu (School of Computer Science, Shanghai Jiao Tong University) |
| An Automatic Graph Construction Framework based on Large Language Models for Recommendation DOI: https://doi.org/10.1145/3711896.3737192 |
| Rong Shan (Shanghai Jiao Tong University); Jianghao Lin (Shanghai Jiao Tong University); Chenxu Zhu (Huawei Noah’s Ark Lab); Bo Chen (Huawei Noah’s Ark Lab); Menghui Zhu (Huawei Noah’s Ark Lab); Kangning Zhang (Shanghai Jiao Tong University); Jieming Zhu (Huawei Noah’s Ark Lab); Ruiming Tang (Huawei Noah’s Ark Lab); Yong Yu (Shanghai Jiao Tong University); Weinan Zhang (Shanghai Jiao Tong University) |
| Applying Large Language Model For Relevance Search In Tencent DOI: https://doi.org/10.1145/3711896.3737193 |
| Dezhi Ye (Tencent); Jie Liu (Tencent); Junwei Hu (Tencent); Jiabin Fan (Tencent); Bowen Tian (Tencent); Haijin Liang (Tencent); Jin Ma (Tencent) |
| ASTNet: Asynchronous Spatio-Temporal Network for Large-Scale Chemical Sensor Forecasting DOI: https://doi.org/10.1145/3711896.3737194 |
| Shihao Tu (College of Computer Science and Technology, Zhejiang University); Yang Yang (CS&T, Zhejiang University); Wenyue Ding (SUPCON Technology Co., Ltd., Zhejiang University); Yicheng Lu (Zhejiang University); Qingkai Ren (College of Engineers, Zhejiang University); Yupeng Zhang (Zhejiang University); Yin Zhang (The College of Computer Science and Technology, Zhejiang University) |
| Audio-Enhanced Vision-Language Modeling with Latent Space Broadening for High Quality Data Expansion DOI: https://doi.org/10.1145/3711896.3737195 |
| Yu Sun (ByteDance Inc.); Yin Li (ByteDance Inc.); Ruixiao Sun (ByteDance Inc.); Chunhui Liu (ByteDance Inc.); Fangming Zhou (ByteDance Inc.); Ze Jin (ByteDance Inc.); Linjie Wang (ByteDance Inc.); Xiang Shen (ByteDance Inc.); Zhuolin Hao (ByteDance Inc.); Hongyu Xiong (ByteDance Inc.) |
| Benchmarking and Advancing Large Language Models for Local Life Services DOI: https://doi.org/10.1145/3711896.3737196 |
| Xiaochong Lan (Department of Electronic Engineering, BNRist, Tsinghua University); Jie Feng (Department of Electronic Engineering, BNRist, Tsinghua University); Jiahuan Lei (Meituan); Xinlei Shi (Meituan); Yong Li (Department of Electronic Engineering, BNRist, Tsinghua University) |
| Bid2X: Revealing Dynamics of Bidding Environment in Online Advertising from A Foundation Model Lens DOI: https://doi.org/10.1145/3711896.3737197 |
| Jiahao Ji (Beihang University); Tianyu Wang (Alibaba Group); Yeshu Li (Alibaba Group); Yusen Huo (Alibaba Group); Zhilin Zhang (Alibaba Group); Chuan Yu (Alibaba Group); Jian Xu (Alibaba Group); Bo Zheng (Alibaba Group) |
| Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning DOI: https://doi.org/10.1145/3711896.3737198 |
| Ehtesamul Azim (Computer Science, University of Central Florida); Dongjie Wang (Electrical Engineering and Computer Science, University of Kansas); Tae Hyun Hwang (Computer Science, Vanderbilt University); Yanjie Fu (School of Computing and Augmented Intelligence, Arizona State University); Wei Zhang (Computer Science, University of Central Florida) |
| Bursting Filter Bubble: Enhancing Serendipity Recommendations with Aligned Large Language Models DOI: https://doi.org/10.1145/3711896.3737199 |
| Yunjia Xi (Shanghai Jiao Tong University); Muyan Weng (Shanghai Jiao Tong University); Wen Chen (Taobao & Tmall Group of Alibaba); Yi Chao (Taobao & Tmall Group of Alibaba); Dian Chen (Taobao & Tmall Group of Alibaba); Gaoyang Guo (Taobao & Tmall Group of Alibaba); Mao Zhang (Taobao & Tmall Group of Alibaba); Wu Jian (Taobao & Tmall Group of Alibaba); Yuning Jiang (Taobao & Tmall Group of Alibaba); Qingwen Liu (Taobao & Tmall Group of Alibaba); Yong Yu (Shanghai Jiao Tong University); Weinan Zhang (Shanghai Jiao Tong University) |
| Characterizing the Risk of Atrial Fibrillation in Cardiac Patients with Exceptional Electrocardiogram Phenotypes DOI: https://doi.org/10.1145/3711896.3737200 |
| Lieke van den Biggelaar (Eindhoven University of Technology); Rianne M. Schouten (Eindhoven University of Technology); Ashley de Bie (Catharina Hospital); R. Arthur Bouwman (Catharina Hospital); Wouter Duivesteijn (Eindhoven University of Technology) |
| Chasing the Timber Trail: Machine Learning to Reveal Harvest Location Misrepresentation DOI: https://doi.org/10.1145/3711896.3737201 |
| Shailik Sarkar (Department of Computer Science, Virginia Tech); Raquib Bin Yousuf (Department of Computer Science, Virginia Tech); Linhan Wang (Department of Computer Science, Virginia Tech); Brian Mayer (Department of Computer Science, Virginia Tech); Thomas Mortier (Department of Environment, H-CEL, Ghent University); Victor Deklerck (Meise Botanic Garden); Jakub Truszkowski (Chalmers University of Technology,World Forest ID); John C. Simeone (Simeone Consulting, LLC); Marigold Norman (World Forest ID); Jade Saunders (World Forest ID); Chang-Tien Lu (Department of Computer Science, Virginia Tech); Naren Ramakrishnan (Department of Computer Science, Virginia Tech) |
| ChatPD: An LLM-driven Paper-Dataset Networking System DOI: https://doi.org/10.1145/3711896.3737202 |
| Anjie Xu (Key Lab of High Confidence Software Technologies (Peking University), Ministry of Education,School of Computer Science, Peking University); Ruiqing Ding (Key Laboratory of Process Optimization and Intelligent Decision-making, Ministry of Education, Hefei University of Technology,School of Management, Hefei University of Technology); Leye Wang (Key Lab of High Confidence Software Technologies (Peking University), Ministry of Education,School of Computer Science, Peking University) |
| $COEF-VQ:$ Cost-Efficient Video Quality Understanding through a Cascaded Multimodal LLM Framework DOI: https://doi.org/10.1145/3711896.3737203 |
| Xin Dong (ByteDance Inc.); Sen Jia (ByteDance Inc.); Ming Rui Wang (ByteDance Inc.); Yan Li (ByteDance Inc.); Zhenheng Yang (ByteDance Inc.); Bingfeng Deng (ByteDance Inc.); Hongyu Xiong (ByteDance Inc.) |
| Complicated Semantic Alignment for Long-Tail Query Rewriting in Taobao Search Based on Large Language Model DOI: https://doi.org/10.1145/3711896.3737204 |
| Yunling Feng (Taobao & Tmall Group of Alibaba); Gui Ling (Taobao & Tmall Group of Alibaba); Yue Jiang (Taobao & Tmall Group of Alibaba); Jianfeng Huang (Taobao & Tmall Group of Alibaba); Ou Dan (Taobao & Tmall Group of Alibaba); Qingwen Liu (Taobao & Tmall Group of Alibaba); Fuyu Lv (Taobao & Tmall Group of Alibaba); Yajing Xu (Researcher) |
| ComRecycle: An Intelligent Computation Recycling Framework for Online Advertising DOI: https://doi.org/10.1145/3711896.3737205 |
| Chufeng Shi (School of Computer Science, Shanghai Jiao Tong University); Yangsu Liu (Alibaba Group); Rui Qiu (Alibaba Group); Zhenzhe Zheng (School of Computer Science, Shanghai Jiao Tong University); Dagui Chen (Alibaba Group); Ruitao Zhu (School of Computer Science, Shanghai Jiao Tong University); Fan Wu (School of Computer Science, Shanghai Jiao Tong University) |
| ConciseExplain: Reducing Redundancy and Spuriousness in Persuasive Recommendation Explanation DOI: https://doi.org/10.1145/3711896.3737206 |
| Yixuan Cao (Key Lab of Intelligent Information Processing of Chinese Academy of Sciences (CAS), Institute of Computing Technology, CAS,University of Chinese Academy of Sciences); Juyao Liu (Key Lab of Intelligent Information Processing of Chinese Academy of Sciences (CAS), Institute of Computing Technology, CAS,University of Chinese Academy of Sciences); Haodong Wang (Key Lab of Intelligent Information Processing of Chinese Academy of Sciences (CAS), Institute of Computing Technology, CAS,University of Chinese Academy of Sciences); Jian Wang (China Securities Co.,Ltd.); Kun Wan (China Securities Co.,Ltd.); Gang Xiao (China Securities Co.,Ltd.); Ping Luo (Key Lab of Intelligent Information Processing of Chinese Academy of Sciences (CAS), Institute of Computing Technology, CAS,University of Chinese Academy of Sciences) |
| Cross-Domain Web Information Extraction at Pinterest DOI: https://doi.org/10.1145/3711896.3737207 |
| Michael Farag (Pinterest); Patrick Halina (Pinterest); Andrey Zaytsev (Pinterest); Alekhya Munagala (Pinterest); Imtihan Ahmed (Pinterest); Junhao Wang (Pinterest) |
| DiMA: An LLM-Powered Ride-Hailing Assistant at DiDi DOI: https://doi.org/10.1145/3711896.3737208 |
| Yansong Ning (The Hong Kong University of Science and Technology (Guangzhou)); Shuowei Cai (The Hong Kong University of Science and Technology (Guangzhou)); Wei Li (Didi Research); Jun Fang (Didi International Business Group); Naiqiang Tan (Didi International Business Group); Hua Chai (Didi Research); Hao Liu (The Hong Kong University of Science and Technology (Guangzhou),The Hong Kong University of Science and Technology) |
| DV365: Extremely Long User History Modeling at Instagram DOI: https://doi.org/10.1145/3711896.3737209 |
| Wenhan Lyu (Meta Platforms, Inc.); Devashish Tyagi (OpenAI); Yihang Yang (Meta Platforms, Inc.); Ziwei Li (Meta Platforms, Inc.); Ajay Somani (Independent); Karthikeyan Shanmugasundaram (Meta Platforms, Inc.); Nikola Andrejevic (Meta Platforms, Inc.); Ferdi Adeputra (Meta Platforms, Inc.); Curtis Zeng (Meta Platforms, Inc.); Arun K. Singh (Meta Platforms, Inc.); Maxime Ransan (Meta Platforms, Inc.); Sagar Jain (Independent) |
| Effective Two-Stage Knowledge Transfer for Multi-Entity Cross-Domain Recommendation DOI: https://doi.org/10.1145/3711896.3737210 |
| Jianyu Guan (Xianyu of Alibaba); Zongming Yin (Xianyu of Alibaba); Tianyi Zhang (Xianyu of Alibaba); Leihui Chen (Xianyu of Alibaba); Yin Zhang (Xianyu of Alibaba); Fei Huang (Xianyu of Alibaba); Shuguang Han (Xianyu of Alibaba); Jufeng Chen (Xianyu of Alibaba) |
| EMD-Period: Detecting Multi-periodicity in Industrial Cloud Clusters via Time-Frequency Decomposition DOI: https://doi.org/10.1145/3711896.3737211 |
| Qiming Chen (DAMO Academy, Alibaba Group); Yingying Zhang (Alibaba Group); Qingsong Wen (AI Research Institute, Squirrel Ai Learning); Liang Sun (DAMO Academy, Alibaba Group) |
| Enhanced Emotion-aware Music Recommendation via Large Language Models DOI: https://doi.org/10.1145/3711896.3737212 |
| Shijia Wang (Netease Cloud Music); Tianpei Ouyang (Netease Cloud Music,Hangzhou Dianzi University); Yunfan Zhou (Netease Cloud Music,Zhejiang University); Qiang Xiao (Netease Cloud Music); Yintao Ren (Netease Cloud Music); Yifei Pan (Netease Cloud Music); Fangjian Li (Netease Cloud Music); Chuanjiang Luo (Netease Cloud Music) |
| Enhanced Insurance Claim Prediction via Decoupled Graph Neural Networks with Pseudo Labeling DOI: https://doi.org/10.1145/3711896.3737213 |
| Hongrui Liu (Ant Group); Daixin Wang (Ant Group); Yifan Wu (Ant Group); Zhiqiang Zhang (Ant Group); Xiaobo Qin (Ant Group) |
| Enhancing Bone Mineral Density Estimation from X-ray Images with Cross-Modal Knowledge Distillation DOI: https://doi.org/10.1145/3711896.3737214 |
| Keyue Shi (Zhejiang University); Qianqian Shen (Zhejiang University); Zhongda Qi (Zhejiang University); Junyao Yang (Zhejiang University); Zhaoming Ye (Zhejiang University); Jiajun Bu (Zhejiang University); Haishuai Wang (Zhejiang University) |
| Enhancing Learned Knowledge in LoRA Adapters Through Efficient Contrastive Decoding on Ascend NPUs DOI: https://doi.org/10.1145/3711896.3737215 |
| Morgan Lindsay Heisler (Huawei Technologies Ltd.); Linzi Xing (University of British Columbia); Ge Shi (Huawei Technologies Ltd.); Hanieh Sadri (Vancouver ICI lab, Huawei Technologies Ltd.); Gursimran Singh (Big Data and Intelligence Platform Lab, Huawei Technologies Ltd.); Weiwei Zhang (Huawei Technologies Ltd.); Tao Ye (Huawei Technologies Ltd.); Ying Xiong (Intelligent Cloud Infrastructure Lab, Huawei Technologies Ltd.); Yong Zhang (Huawei Technologies Ltd.); Zhenan Fan (Huawei Technologies Ltd.) |
| Enhancing Text-Based Hierarchical Multilabel Classification for Mobile Applications via Contrastive Learning DOI: https://doi.org/10.1145/3711896.3737216 |
| Jiawei Guo (Tencent); Yang Xiao (Xidian University); Weipeng Huang (Shenzhen Insitute of Information Technology); Guangyuan Piao (Independent Researcher) |
| Evaluating Decision Rules Across Many Weak Experiments DOI: https://doi.org/10.1145/3711896.3737217 |
| Winston Chou (Netflix); Colin Gray (Netflix); Nathan Kallus (Netflix,Cornell University); Aurélien Bibaut (Netflix); Simon Ejdemyr (Netflix) |
| FedMetro: Efficient Metro Passenger Flow Prediction via Federated Graph Learning DOI: https://doi.org/10.1145/3711896.3737218 |
| Tianlong Zhang (SKLCCSE Lab, Beihang University); Xiaoxi He (FST, University of Macau); Yuxiang Wang (SKLCCSE Lab, Beihang University); Yi Xu (SKLCCSE Lab, Beihang University); Rendi Wu (SKLCCSE Lab, Beihang University); Zhifei Wang (ICT, CARS); Yongxin Tong (SKLCCSE Lab, Beihang University) |
| FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models DOI: https://doi.org/10.1145/3711896.3737219 |
| Xuan Xu (Beijing University of Posts and Telecommunications); Fufang Wen (Beijing Value Simplex Technology Co. Ltd.); Beilin Chu (Beijing University of Posts and Telecommunications); Zhibing Fu (Beijing Value Simplex Technology Co. Ltd.); Qinhong Lin (Beijing University of Posts and Telecommunications); Jiaqi Liu (Beijing Value Simplex Technology Co. Ltd.); Binjie Fei (Beijing Value Simplex Technology Co. Ltd.); Yu Li (Beijing Value Simplex Technology Co. Ltd.); Linna Zhou (Beijing University of Posts and Telecommunications); Zhongliang Yang (Beijing University of Posts and Telecommunications) |
| FLAG: Fraud Detection with LLM-enhanced Graph Neural Network DOI: https://doi.org/10.1145/3711896.3737220 |
| Chengdong Yang (Beijing University of Posts and Telecommunications); Hongrui Liu (Independent Researcher); Daixin Wang (Independent Researcher); Zhiqiang Zhang (Independent Researcher); Cheng Yang (Beijing University of Posts and Telecommunications); Chuan Shi (Beijing University of Post and Telecommunication) |
| FlowXpert: Expertizing Troubleshooting Workflow Orchestration with Knowledge Base and Multi-Agent Coevolution DOI: https://doi.org/10.1145/3711896.3737221 |
| Binpeng Shi (Nankai University); Yu Luo (Nankai University); Jingya Wang (Nankai University); Yongxin Zhao (Nankai University); Shenglin Zhang (Nankai University,Haihe Laboratory of Information Technology Application Innovation); Bowen Hao (Nankai University); Chenyu Zhao (Nankai University); Yongqian Sun (Nankai University,Tianjin Key Laboratory of Software Experience and Human Computer Interaction); Zhi Zhang (Huawei Cloud, Huawei Technologies Ltd.); Ronghua Sun (Huawei cloud, Huawei Technologies Ltd.); Haihua Li (Huawei Cloud, Huawei Technologies Ltd.); Wei Song (Huawei Technologies Ltd.); Xiaolong Chen (Data Communication Product Line, Huawei Technologies Ltd.); Jingbo Miao (Huawei Technologies Ltd.); Dan Pei (Tsinghua University,Beijing National Research Center for Information Science and Technology) |
| FoodGPT: Reinforcement Post-Training of Large Language Models in the Food Delivery Domain DOI: https://doi.org/10.1145/3711896.3737222 |
| Jiang Wang (Rajax Network Technology (ele.me), Alibaba Group); Zhengxin Dong (Rajax Network Technology (ele.me), Alibaba Group); Bing Bai (Rajax Network Technology (ele.me), Alibaba Group); Guyu Jiang (Rajax Network Technology (ele.me), Alibaba Group); Aiquan Yuan (Rajax Network Technology (ele.me), Alibaba Group); Guodong Cao (Rajax Network Technology (ele.me), Alibaba Group) |
| FoRAGe: High-CTR Food Image Synthesis with Retrieval-Augmented Diffusion Model DOI: https://doi.org/10.1145/3711896.3737223 |
| Jiaxu Feng (Shanghai Key Lab of Data Science, College of Computer Science and Artificial Intelligence, Fudan University); Xinyu Gao (Shanghai Key Lab of Data Science, College of Computer Science and Artificial Intelligence, Fudan University); Muqi Huang (Rajax Network Technology (ele.me), Alibaba Group); Kanjun Xu (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); Kun Zhou (Rajax Network Technology (ele.me), Alibaba Group); Chuan Li (Rajax Network Technology (ele.me), Alibaba Group); Feng Shi (Rajax Network Technology (ele.me), Alibaba Group) |
| FRT: Flow-based Reconcile Transformer for Hierarchical Time Series DOI: https://doi.org/10.1145/3711896.3737224 |
| Shiyu Wang (Ant Group); Wei Lu (Ant Group); Jiawei Li (Uppsala University); Xiaoming Shi (Ant Group); Xinyue Zhong (Ant Group); Zhou Ye (Alibaba); Ming Jin (Griffith University); Qingsong Wen (Squirrel Ai Learning) |
| GAS: Large-scale Heterogeneous Personalization in Social Network Applications at Meta DOI: https://doi.org/10.1145/3711896.3737225 |
| Yihan Wu (University of Maryland); Mingze Gao (Meta Platforms, Inc.); Haoran Liu (Meta Platforms, Inc.); Weiwei Li (Meta Platforms, Inc.); Kevin Han (Meta Platforms, Inc.); Junfeng Pan (Meta Platforms, Inc.); Xinyi Zhang (Meta Platforms, Inc.); Jiawei Wen (Meta Platforms, Inc.); Gedi Zhou (Meta Platforms, Inc.) |
| LLM4HAR: Generalizable On-device Human Activity Recognition with Pretrained LLMs DOI: https://doi.org/10.1145/3711896.3737226 |
| Zhiqing Hong (Rutgers University); Yiwei Song (JD Logistics); Zelong Li (JD Logistics); Anlan Yu (Peking University); Shuxin Zhong (HKUST (GZ)); Yi Ding (UT Dallas); Tian He (JD Logistics); Desheng Zhang (Rutgers University) |
| An Instructible Chemist-AI Alignment Framework for Generating Quaternary Ammonium Compound Structures DOI: https://doi.org/10.1145/3711896.3737227 |
| Bo Pan (Department of Computer Science, Emory University); Shiva Ghaemi (Department of Computer Science, George Mason University); Amanda J. Consylman (Department of Chemistry & Biochemistry, Villanova University); Zihao Zhao (SCI, University of Pittsburgh); Ashley Petersen (Chemistry and Biochemistry, University of California, Los Angeles); Alice Wu (University of Pennsylvania); Gabriel Chang (Chemistry, Villanova University); Diana McDonough (Chemistry and Biochemistry, Villanova University); Mark A. Forman (Chemistry and Biochemistry, Saint Joseph’s University); Elise L. Bezold (Chemistry, Emory University); William M. Wuest (Chemistry, Emory University); Kevin Minbiole (Chemistry and Biochemistry, Villanova University); Liang Zhao (Computer Science, Emory University); Amarda Shehu (Computer Science, George Mason University) |
| GeoTS: A TSC Framework for Estimating Geological Formation to Model Carbon Storage Reservoirs DOI: https://doi.org/10.1145/3711896.3737228 |
| Shwetha Salimath ( Laboratoire Interdisciplinaire des Sciences du Numérique, Université Paris-Saclay, CNRS,SLB); Francesca Bugiotti ( Laboratoire Interdisciplinaire des Sciences du Numérique, CentraleSupelec, CNRS); Sylvain Wlodarczyk (SLB) |
| GiGL: Large-Scale Graph Neural Networks at Snapchat DOI: https://doi.org/10.1145/3711896.3737229 |
| Tong Zhao (Snap Inc.); Yozen Liu (Snap Inc.); Matthew Kolodner (Snap Inc.); Kyle Montemayor (Snap Inc.); Elham Ghazizadeh (Snap Inc.); Ankit Batra (Snap Inc.); Zihao Fan (Snap Inc.); Xiaobin Gao (Snap Inc.); Xuan Guo (Snap Inc.); Jiwen Ren (Snap Inc.); Serim Park (Snap Inc.); Peicheng Yu (Snap Inc.); Jun Yu (Snap Inc.); Shubham Vij (Snap Inc.); Neil Shah (Snap Inc.) |
| GREAT: Guiding Query Generation with a Trie for Recommending Related Search about Video at Kuaishou DOI: https://doi.org/10.1145/3711896.3737230 |
| Ninglu Shao (Renmin University of China); Jinshan Wang (Kuaishou); Chenxu Wang (Kuaishou); Qingbiao Li (Kuaishou); Xiaoxue Zang (unaffiliated) |
| Hardness-aware Privileged Features Distillation with Latent Alignment for CVR Prediction DOI: https://doi.org/10.1145/3711896.3737231 |
| Huining Yuan (ByteDance Inc.); Zijie Hao (ByteDance Inc.); Zengde Deng (ByteDance Inc.); Wenpeng Zhang (ByteDance Inc.) |
| Harnessing the Power of Interleaving and Counterfactual Evaluation for Airbnb Search Ranking DOI: https://doi.org/10.1145/3711896.3737232 |
| Qing Zhang (Airbnb); Alex Deng (Microsoft); Michelle Du (Airbnb); Huiji Gao (Airbnb); Liwei He (Airbnb); Sanjeev Katariya (Airbnb) |
| Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval DOI: https://doi.org/10.1145/3711896.3737233 |
| Abdellah Ghassel (Ingenuity Labs, Queen’s University); Ian Robinson (Amazon Neptune, Amazon); Gabriel Tanase (Amazon Neptune, Amazon); Hal Cooper (Amazon Neptune, Amazon); Bryan Thompson (Amazon Neptune, Amazon); Zhen Han (Amazon Web Services, Amazon); Vassilis Ioannidis (Amazon Web Services, Amazon); Soji Adeshina (Amazon Web Services, Amazon); Huzefa Rangwala (Amazon Web Services, Amazon) |
| Hierarchical Structure Sharing Empowers Multi-task Heterogeneous GNNs for Customer Expansion DOI: https://doi.org/10.1145/3711896.3737234 |
| Xinyue Feng (Rutgers University); Shuxin Zhong (Hong Kong University of Science and Technology (Guangzhou)); Jinquan Hang (Rutgers University); Wenjun Lyu (Rutgers University); Yuequn Zhang (Rutgers University); Guang Yang (Rutgers University); Haotian Wang (JD Logistic); Desheng Zhang (Rutgers University); Guang Wang (Florida State University) |
| Improved Accuracy, Declining Orders: Uncovering the Vicious Competition Trap in Multi-Domain Recommendation DOI: https://doi.org/10.1145/3711896.3737235 |
| Dan Wang (Alibaba International Digital Commerce Group); Zijian Song (School of Computer Science, Peking University,AI Innovation Center, Peking University); Lifang Deng (Alibaba International Digital Commerce Group); Yihuan Wu (School of EECS, Peking University); Jin Niu (Alibaba International Digital Commerce Group); Jiandong Zhang (Alibaba International Digital Commerce Group); Kaigui Bian (School of Computer Science, Peking University,AI Innovation Center, Peking University); Bin Cui (School of Computer Science, Peking University,AI Innovation Center, Peking University) |
| Incomplete Multi-View Drug Recommendation via Multi-Level Representation Learning and Curriculum Learning DOI: https://doi.org/10.1145/3711896.3737236 |
| Ning Liu (School of Software, Shandong University); Yunsen Tang (School of Software, Shandong University); Haitao Yuan (Nanyang Technological University); Hongtao Lv (School of Software, Shandong University); Lili Jiang (Department of Computing Science, Umeå University); Zhen Li (Department of Gastroenterology, Qilu Hospital of Shandong University); Wei Zhang (School of Computer Science and Technology, East China Normal University); Jianyong Wang (Department of Computer Science and Technology, Tsinghua University) |
| IU4Rec: Interest Unit-Based Product Organization and Recommendation for E-Commerce Platform DOI: https://doi.org/10.1145/3711896.3737237 |
| Wenhao Wu (Xianyu of Alibaba); Xiaojie Li (Xianyu of Alibaba); Lin Wang (Xianyu of Alibaba); Jialiang Zhou (Xianyu of Alibaba); Di Wu (Xianyu of Alibaba); Qinye Xie (Xianyu of Alibaba); Qing Heng Zhang (Xianyu Tech?Xianyu of Alibaba); Yin Zhang (Xianyu of Alibaba); Shuguang Han (Xianyu of Alibaba); Fei Huang (Xianyu of Alibaba); Jufeng Chen (Xianyu of Alibaba) |
| LaDEEP: A Deep Learning-based Surrogate Model for Large Deformation of Elastic-Plastic Solids DOI: https://doi.org/10.1145/3711896.3737238 |
| Shilong Tao (School of Computer Science, Peking University); Zhe Feng (School of Computer Science, Peking University); Haonan Sun (School of Computer Science, Peking University); Zhanxing Zhu (School of Electrical and Computer Science, University of Southampton); Yunhuai Liu (School of Computer Science, Peking University) |
| Large Language Models can Deliver Accurate and Interpretable Time Series Anomaly Detection DOI: https://doi.org/10.1145/3711896.3737239 |
| Jun Liu (CS, University of Chinese Academy of Sciences); Chaoyun Zhang (Microsoft); Jiaxu Qian (Microsoft); Minghua Ma (Microsoft); Si Qin (Microsoft); Chetan Bansal (Microsoft); Qingwei Lin (Microsoft); Saravan Rajmohan (Microsoft); Dongmei Zhang (Microsoft) |
| Lightweight Auto-bidding based on Traffic Prediction in Live Advertising DOI: https://doi.org/10.1145/3711896.3737241 |
| Bo Yang (Taobao & Tmall Group of Alibaba); Ruixuan Luo (Taobao & Tmall Group of Alibaba); Junqi Jin (Taobao & Tmall Group of Alibaba); Han Zhu (Taobao & Tmall Group of Alibaba) |
| LLM4Tag: Automatic Tagging System for Information Retrieval via Large Language Models DOI: https://doi.org/10.1145/3711896.3737242 |
| Ruiming Tang (Huawei Noah’s Ark Lab); Chenxu Zhu (Huawei Noah’s Ark Lab); Bo Chen (Huawei Noah’s Ark Lab); Weipeng Zhang (Huawei Noah’s Ark Lab); Menghui Zhu (Huawei Noah’s Ark Lab); Xinyi Dai (Huawei Noah’s Ark Lab); Huifeng Guo (Huawei Noah’s Ark Lab) |
| M^2-MFP: A Multi-Scale and Multi-Level Memory Failure Prediction Framework for Reliable Cloud Infrastructure DOI: https://doi.org/10.1145/3711896.3737243 |
| Hongyi Xie (University of Science and Technology of China); Min Zhou (Huawei); Qiao Yu (Technical University of Berlin); Jialiang Yu (Huawei); Zhenli Sheng (Huawei); Hong Xie (University of Science and Technology of China); Defu Lian (University of Science and Technology of China) |
| MAD: Multicriteria Anomaly Detection of Suspicious Financial Accounts from Billions of Cash Transactions DOI: https://doi.org/10.1145/3711896.3737244 |
| Giordano Paoletti (Department of Control and Computer Engineering (DAUIN), Politecnico di Torino); Flavio Giobergia (Department of Control and Computer Engineering (DAUIN), Politecnico di Torino); Danilo Giordano (Department of Control and Computer Engineering (DAUIN), Politecnico di Torino); Luca Cagliero (Department of Control and Computer Engineering (DAUIN), Politecnico di Torino); Silvia Ronchiadin (Artificial intelligence lab, Intesa Sanpaolo); Dario Moncalvo (Anti Financial Crime Department, Intesa Sanpaolo); Marco Mellia (Department of Control and Computer Engineering (DAUIN), Politecnico di Torino); Elena Baralis (Department of Control and Computer Engineering (DAUIN), Politecnico di Torino) |
| Matryoshka Model Learning for Improved Elastic Student Models DOI: https://doi.org/10.1145/3711896.3737245 |
| Chetan Verma (Google); Aditya Srinivas Timmaraju (Google DeepMind); Cho-Jui Hsieh (Google); Suyash Damle (Google); Ngot Bui (Google); Yang Zhang (Google); Wen Chen (Google); Xin Liu (Google); Prateek Jain (Google DeepMind); Inderjit S. Dhillon (Google) |
| Maturity Framework for Enhancing Machine Learning Quality DOI: https://doi.org/10.1145/3711896.3737246 |
| Angelantonio Castelli (Booking.com); Georgios Christos Chouliaras (Booking.com); Dmitri Goldenberg (Booking.com) |
| Mind the Gap: Delayed Label Bias–Variance Tradeoffs in Predicting Likelihood of Nonpayment DOI: https://doi.org/10.1145/3711896.3737247 |
| Tal Sarig (Central Applied Science, Meta); Ido Guy (Central Applied Science, Meta); Ami Tavory (Central Applied Science, Meta); Udi Weinsberg (Central Applied Science, Meta); Stratis Ioannidis (Northeastern University) |
| Mini-Game Lifetime Value Prediction in Wechat DOI: https://doi.org/10.1145/3711896.3737248 |
| Aochuan Chen (The Hong Kong University of Science and Technology (Guangzhou)); Yifan Niu (The Hong Kong University of Science and Technology (Guangzhou)); Ziqi Gao (The Hong Kong University of Science and Technology (Guangzhou)); Yujie Sun (Tencent Inc.); Shoujun Liu (Tencent Inc.); Gong Chen (Tencent Inc.); Yang Liu (The Hong Kong University of Science and Technology (Guangzhou)); Jia Li (The Hong Kong University of Science and Technology (Guangzhou)) |
| Multi-Agent Proactive Information Seeking with Adaptive LLM Orchestration for Non-Factoid Question Answering DOI: https://doi.org/10.1145/3711896.3737249 |
| Xinran Chen (University of the Chinese Academy of Sciences); Yuchen Li (Baidu Inc.); Hengyi Cai (Baidu Inc.); Zhuoran Ma (Baidu Inc.); Xuanang Chen (Institute of Software, Chinese Academy of Sciences); Haoyi Xiong (Baidu Inc.); Shuaiqiang Wang (Baidu Inc.); Ben He (University of Chinese Academy of Sciences); Le Sun (Institute of Software, Chinese Academy of Sciences); Dawei Yin (Baidu Inc.) |
| Multi-task Offline Reinforcement Learning for Online Advertising in Recommender Systems DOI: https://doi.org/10.1145/3711896.3737250 |
| Langming Liu (Taobao & Tmall Group of Alibaba,City University of Hong Kong); Wanyu Wang (Southern University of Science and Technology,City University of Hong Kong); Chi Zhang (Harbin Engineering University); Bo Li (City University of Hong Kong); Hongzhi Yin (University of Queensland); Xuetao Wei (Southern University of Science and Technology); Wenbo Su (Taobao & Tmall Group of Alibaba); Bo Zheng (Taobao & Tmall Group of Alibaba); Xiangyu Zhao (City University of Hong Kong) |
| NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity DOI: https://doi.org/10.1145/3711896.3737251 |
| Adrien Petralia (EDF R&D,LIPADE, Université Paris Cité); Philippe Charpentier (EDF R&D); Youssef Kadhi (EDF R&D); Themis Palpanas (LIPADE, Universite Paris Cite) |
| NRFormer: Nationwide Nuclear Radiation Forecasting with Spatio-Temporal Transformer DOI: https://doi.org/10.1145/3711896.3737252 |
| Tengfei Lyu (The Hong Kong University of Science and Technology (Guangzhou)); Jindong Han (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) |
| OmniSage: Large Scale, Multi-Entity Heterogeneous Graph Representation Learning DOI: https://doi.org/10.1145/3711896.3737253 |
| Anirudhan Badrinath (Pinterest, Inc.); Alex Yang (Pinterest, Inc.); Kousik Rajesh (Pinterest, Inc.); Prabhat Agarwal (Pinterest, Inc.); Jaewon Yang (Pinterest, Inc.); Haoyu Chen (Pinterest); Jiajing Xu (Pinterest); Charles Rosenberg (Pinterest, Inc.) |
| Optimizing Case-Based Reasoning System for Functional Test Script Generation with Large Language Models DOI: https://doi.org/10.1145/3711896.3737254 |
| Siyuan Guo (School of Artificial Intelligence, International Center of Future Science, Jilin University); Huiwu Liu (Huawei Technologies Ltd.); Xiaolong Chen (Huawei Technologies Ltd.); Yuming Xie (Huawei Technologies Ltd.); Liang Zhang (Huawei Technologies Ltd.); Tao Han (Huawei Technologies Ltd.); Hechang Chen (School of Artificial Intelligence, Jilin University); Yi Chang (School of Artificial Intelligence, International Center of Future Science, Jilin University); Jun Wang (AI Centre, University College London) |
| Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation DOI: https://doi.org/10.1145/3711896.3737255 |
| Jiang Zhang (Meta Platforms, Inc.); Sumit Kumar (Meta Platforms, Inc.); Wei Chang (Meta Platforms, Inc.); Yubo Wang (Meta Platforms, Inc.); Feng Zhang (Meta Platforms, Inc.); Weize Mao (Meta Platforms, Inc.); Hanchao Yu (Meta Platforms, Inc.); Aashu Singh (Meta Platforms, Inc.); Min Li (Meta Platforms, Inc.); Qifan Wang (Meta Platforms, Inc.) |
| Personalized Query Auto-Completion for Long and Short-Term Interests with Adaptive Detoxification Generation DOI: https://doi.org/10.1145/3711896.3737256 |
| Zhibo Wang (Kuaishou Technology); Xiaoze Jiang (Kuaishou Technology); Zhiheng Qin (Independent); Enyun Yu (Independent) |
| Put Teacher in Student’s Shoes: Cross-Distillation for Ultra-compact Model Compression Framework DOI: https://doi.org/10.1145/3711896.3737257 |
| Maolin Wang (Department of Data Science, City University of Hong Kong,Ant Group); Jun Chu (Ant Group); Sicong Xie (Ant Group); Xiaoling Zang (Ant Group); Yao Zhao (Ant Group); Wenliang Zhong (Ant Group); Xiangyu Zhao (Department of Data Science, City University of Hong Kong) |
| RankExpert: A Mixture of Textual-and-Behavioral Experts for Multi-Objective Learning-to-Rank in Web Search DOI: https://doi.org/10.1145/3711896.3737258 |
| Yuchen Li (Baidu Inc.); Hao Zhang (Baidu Inc.); Yongqi Zhang (Hong Kong University of Science and Technology (Guangzhou)); Hengyi Cai (Baidu Inc.); Mingxin Cai (Shanghai Jiao Tong University); Shuaiqiang Wang (Baidu Inc.); Haoyi Xiong (Baidu Inc.); Linghe Kong (Shanghai Jiao Tong University); Dawei Yin (Baidu); Lei Chen (Hong Kong University of Science and Technology (Guangzhou)) |
| Real-time Indexing for Large-scale Recommendation by Streaming Vector Quantization Retriever DOI: https://doi.org/10.1145/3711896.3737259 |
| Xingyan Bin (ByteDance Inc.); Jianfei Cui (ByteDance Inc.); Wujie Yan (ByteDance Inc.); Zhichen Zhao (ByteDance Inc.); Xintian Han (ByteDance Inc.); Chongyang Yan (ByteDance Inc.); Feng Zhang (ByteDance Inc.); Xun Zhou (ByteDance Inc.); Xiao Yang (ByteDance Inc.); Zuotao Liu (ByteDance Inc.) |
| RegCheck: A Real-Time Approach for Flagging Potentially Malicious Domain Name Registrations DOI: https://doi.org/10.1145/3711896.3737260 |
| Thomas Daniels (DNS Belgium,Dept. of Computer Science; Leuven.AI, KU Leuven); Maarten Bosteels (DNS Belgium); Pieter Robberechts (Dept. of Computer Science; Leuven.AI, KU Leuven); Jesse Davis ( (Dept. of Computer Science); Leuven.AI, KU Leuven) |
| Retrieval Augmented Cross-Domain LifeLong Behavior Modeling for Enhancing Click-through Rate Prediction DOI: https://doi.org/10.1145/3711896.3737261 |
| Xing Tang (Shenzhen Technology University); Chaohua Yang (Shenzhen University); Yuwen Fu (FiT, Tencent); Ao Dongyang (FiT, Tencent); Shiwei Li (Huazhong University of Science and Technology); Fuyuan Lyu (McGill University); Dugang Liu (Shenzhen University); Xiuqiang He (Shenzhen Technology University) |
| ROMA: Recommendation-Oriented Language Model Adaptation Using Multi-Modal Multi-Domain Item Sequences DOI: https://doi.org/10.1145/3711896.3737262 |
| Xingyu Lu (Tsinghua Shenzhen International Graduate School, Tsinghua University); Jinpeng Wang (Tsinghua Shenzhen International Graduate School, Tsinghua University); Jieming Zhu (Huawei Noah’s Ark Lab); Zhicheng Zhang (Tsinghua Shenzhen International Graduate School, Tsinghua University); Deqing Zou (Tsinghua Shenzhen International Graduate School, Tsinghua University); Hai-Tao Zheng (Tsinghua Shenzhen International Graduate School, Tsinghua University,Pengcheng Laboratory); Shu-Tao Xia (Shenzhen International Graduate School, Tsinghua University,Pengcheng Laboratory); Rui Zhang (School of Computer Science & Tech, Huazhong University of Science and Technology (www.ruizhang.info)) |
| SkySearch: Satellite Video Search at Scale DOI: https://doi.org/10.1145/3711896.3737263 |
| Minyoung Choe (KAIST); Geon Lee (KAIST); Changhun Han (Kookmin University); Suji Kim (Kookmin University); Woong Hu (Satrec Initiative Co., Ltd); Hyebeen Hwang (Satrec Initiative Co., Ltd); Geunseok Park (Satrec Initiative Co., Ltd); Byeongyeon Kim (National Institute of Meteorological Sciences); Hyesook Lee (National Institute of Meteorological Sciences); Ha-Myung Park (Kookmin University); Kijung Shin (KAIST) |
| Supervised Learning-enhanced Multi-Group Actor Critic for Live Stream Allocation in Feed DOI: https://doi.org/10.1145/3711896.3737264 |
| Jingxin Liu (Kuaishou Technology); Xiang Gao (Kuaishou Technology); Yisha Li (Kuaishou Technology); Xin Li (Kuaishou Technology); Haiyang Lu (Kuaishou Technology); Ben Wang (Kuaishou Technology) |
| Synergizing Implicit and Explicit User Interests: A Multi-Embedding Retrieval Framework at Pinterest DOI: https://doi.org/10.1145/3711896.3737265 |
| Zhibo Fan (Pinterest); Hongtao Lin (Pinterest); Haoyu Chen (Pinterest); Bowen Deng (Pinterest); Hedi Xia (Pinterest); Yuke Yan (Pinterest); James Li (Pinterest) |
| TayFCS: Towards Light Feature Combination Selection for Deep Recommender Systems DOI: https://doi.org/10.1145/3711896.3737266 |
| Xianquan Wang (University of Science and Technology of China); Zhaocheng Du (Huawei Noah’s Ark Lab, Huawei Technologies Ltd.); Jieming Zhu (Huawei Noah’s Ark Lab, Huawei Technologies Ltd.); Chuhan Wu (Huawei Noah’s Ark Lab, Huawei Technologies Ltd.); Qinglin Jia (Huawei Noah’s Ark Lab, Huawei Technologies Ltd.); Zhenhua Dong (Huawei Noah’s Ark Lab, Huawei Technologies Ltd.) |
| Theory Instead of Experiment (TIE): A Creator Valuation System at Tencent DOI: https://doi.org/10.1145/3711896.3737267 |
| Lei Huang (Massachusetts Institute of Technology); Juanjuan Zhang (Massachusetts Institute of Technology) |
| Timing is important: Risk-aware Fund Allocation based on Time-Series Forecasting DOI: https://doi.org/10.1145/3711896.3737268 |
| Fuyuan Lyu (School of Computer Science, McGill University,Mila – Quebec AI Institute); Linfeng Du (School Of Computer Science, McGill University); Yunpeng Weng (FiT, Tencent); Qiufang Ying (FiT, Tencent); Zhiyan Xu (FiT, Tencent); Wen Zou (FiT, Tencent); Haolun Wu (School of Computer Science, McGill University,Mila – Quebec AI Institute); Xiuqiang He (Big data and Internet, Shenzhen Technology University); Xing Tang (Big data and Internet, Shenzhen Technology University) |
| TTGL: Large-scale Multi-scenario Universal Graph Learning at TikTok DOI: https://doi.org/10.1145/3711896.3737269 |
| Shichao Zhu (ByteDance Inc.); Mufan Li (ByteDance Inc.); Guangmou Pan (ByteDance Inc.); Xixun Lin (Institute of Information Engineering, Chinese Academy of Sciences) |
| UniERF:A uniform embedding-based retrieval framework for E-commerce search DOI: https://doi.org/10.1145/3711896.3737270 |
| Hao Jiang (JD.COM); Xiaoyu He (JD.COM); Fanyi Qu (JD.COM); Congcong Liu (JD.COM); Xue Jiang (JD.COM); Changping Peng (JD.COM); Zhangang Lin (JD.COM); Ching Law (JD.COM); Jingping Shao (JD.COM) |
| Unified Game Moderation: Soft-Prompting and LLM-Assisted Label Transfer for Resource-Efficient Toxicity Detection DOI: https://doi.org/10.1145/3711896.3737271 |
| Zachary Yang (School of Computer Science, McGill University); Domenico Tullo (La Forge, Ubisoft); Reihaneh Rabbany (McGill University) |
| UoMo: A Universal Model of Mobile Traffic Forecasting for Wireless Network Optimization DOI: https://doi.org/10.1145/3711896.3737272 |
| Haoye Chai (Department of Electronic Engineering, BNRist, Tsinghua University); Shiyuan Zhang (Department of Electronic Engineering, BNRist, Tsinghua University); Xiaoqian Qi (Department of Electronic Engineering, BNRist, Tsinghua University); Baohua Qiu (China Mobile); Yong Li (Department of Electronic Engineering, BNRist, Tsinghua University) |
| VLM as Policy: Common-Law Content Moderation Framework for Short Video Platform DOI: https://doi.org/10.1145/3711896.3737273 |
| Xingyu Lu (Tsinghua Shenzhen International Graduate School, Tsinghua University); Tianke Zhang (Kuaishou Technology); Chang Meng (Kuaishou Technology); Xiaobei Wang (Kuaishou Technology); Jinpeng Wang (Tsinghua Shenzhen International Graduate School, Tsinghua University); Yi-Fan Zhang (Chinese Academy of Sciences); Shisong Tang (Kuaishou Technology); Changyi Liu (Kuaishou Technology); Haojie Ding (Kuaishou Technology); Kaiyu Jiang (Kuaishou Technology); Kaiyu Tang (Kuaishou Technology); Bin Wen (Kuaishou Technology); Hai-Tao Zheng (Tsinghua Shenzhen International Graduate School, Tsinghua University); Fan Yang (Kuaishou Technology); Tingting Gao (Kuaishou Technology); Di Zhang (Kuaishou Technology); Kun Gai (Unafliated) |
| Web Scale Graph Mining for Cyber Threat Intelligence DOI: https://doi.org/10.1145/3711896.3737274 |
| Scott Freitas (Microsoft); Amir Gharib (Microsoft) |
| Aligning and Balancing ID and Multimodal Representations for Recommendation DOI: https://doi.org/10.1145/3711896.3737275 |
| Binrui Wu (Fudan University); Shisong Tang (KuaiShou Technology); Fan Li (KuaiShou Technology); Bing Han (KuaiShou Technology); Chang Meng (KuaiShou Technology); Jingyu Xiao (The Chinese University of Hong Kong); Jiechao Gao (Center for SDGC, Stanford University) |
| Leveraging Label Distributions as Anchors to Enhance Video Recommendation DOI: https://doi.org/10.1145/3711896.3737276 |
| Yulin Xu (University of California, Irvine); Chao Cui (Tsinghua University); Shisong Tang (KuaiShou Inc.); Fan Li (KuaiShou Inc.); Bing Han (KuaiShou Inc.); Huafeng Cao (Kuaishou Inc.); Jiechao Gao (Center for SDGC, Stanford University); Hechang Chen (Jilin University) |
| LLMLight: Large Language Models as Traffic Signal Control Agents DOI: https://doi.org/10.1145/3690624.3709379 |
| Siqi Lai (The Hong Kong University of Science and Technology (Guangzhou)); Zhao Xu (The Hong Kong University of Science and Technology (Guangzhou)); Weijia Zhang (The Hong Kong University of Science and Technology (Guangzhou)); Hao Liu (The Hong Kong University of Science and Technology (Guangzhou),The Hong Kong University of Science and Technology); Hui Xiong (The Hong Kong University of Science and Technology (Guangzhou),The Hong Kong University of Science and Technology) |
| Large-scale Human Mobility Data Regeneration for Open Urban Research DOI: https://doi.org/10.1145/3690624.3709380 |
| Ruixing Zhang (The State Key Laboratory of Complex and Critical Software Environment, Beihang University); Yunqi Liu (The State Key Laboratory of Complex and Critical Software Environment, Beihang University); Liangzhe Han (The State Key Laboratory of Complex and Critical Software Environment, Beihang University); Leilei Sun (The State Key Laboratory of Complex and Critical Software Environment, Beihang University,The Key Laboratory of Data Science and Intelligent Computing, International Innovation Institute, Beihang University); Chuanren Liu (Business Analytics and Statistics, Haslam College of Business, The University of Tennessee); Jibin Wang (China Mobile Group IT Center,The State Key Laboratory of Complex and Critical Software Environment, Beihang University); Weifeng Lv (The State Key Laboratory of Complex and Critical Software Environment, Beihang University) |
| $Struct-X:$ Enhancing the Reasoning Capabilities of Large Language Models in Structured Data Scenarios DOI: https://doi.org/10.1145/3690624.3709381 |
| Xiaoyu Tan (INF Technology (Shanghai) Co., Ltd.); Haoyu Wang (Shanghai University of Engineering Science); Xihe Qiu (Shanghai University of Engineering Science); Leijun Cheng (Shanghai University of Engineering Science); Yuan Cheng (AI^3 Institute, Fudan University); Wei Chu (INF Technology (Shanghai) Co., Ltd.); Xu Yinghui (AI^3 Institute, Fudan University); Yuan Qi (AI^3 Institute, Fudan University) |
| MOPI-HFRS: A Multi-objective Personalized Health-aware Food Recommendation System with LLM-enhanced Interpretation DOI: https://doi.org/10.1145/3690624.3709382 |
| Zheyuan Zhang (University of Notre Dame); Zehong Wang (University of Notre Dame); Tianyi Ma (University of Notre Dame); Varun Sameer Taneja (University of Notre Dame); Sofia Nelson (University of Notre Dame); Nhi Ha Lan Le (Brandeis University); Keerthiram Murugesan (International Business Machines); Mingxuan Ju (University of Notre Dame); Nitesh V. Chawla (University of Notre Dame); Chuxu Zhang (University of Connecticut); Yanfang Ye (University of Notre Dame) |
| LDMapNet-U: An End-to-End System for City-Scale Lane-Level Map Updating DOI: https://doi.org/10.1145/3690624.3709383 |
| Deguo Xia (Tsinghua University,Baidu); Weiming Zhang (Baidu); Xiyan Liu (Baidu); Wei Zhang (Baidu); Chenting Gong (Baidu); Xiao Tan (Baidu); Jizhou Huang (Baidu); Mengmeng Yang (School of Vehicle and Mobility & State Key Laboratory of Intelligent Green Vehicle and Mobility, Tsinghua University); Diange Yang (School of Vehicle and Mobility & State Key Laboratory of Intelligent Green Vehicle and Mobility, Tsinghua University) |
| Contrastive Learning for Inventory Add Prediction at Fliggy DOI: https://doi.org/10.1145/3690624.3709384 |
| Manwei Li (Alibaba Group); Detao Lv (Alibaba Group); Yao Yu (Alibaba Group); Zihao Jiao (Alibaba Group) |
| BackdoorMBTI: A Backdoor Learning Multimodal Benchmark Tool Kit for Backdoor Defense Evaluation DOI: https://doi.org/10.1145/3690624.3709385 |
| HaiYang Yu (Shanghai Jiao Tong University); Tian Xie (Shanghai Jiao Tong University); Jiaping Gui (Shanghai Jiao Tong University); Pengyang Wang (University of Macau); Pengzhou Cheng (Shanghai Jiao Tong University); Ping Yi (Shanghai Jiao Tong University); Yue Wu (Shanghai Jiao Tong University) |
| Understanding Team Collapse via Probabilistic Graphical Models DOI: https://doi.org/10.1145/3690624.3709386 |
| Iasonas Nikolaou (Boston University); Konstantinos Pelechrinis (University of Pittsburgh); Evimaria Terzi (Boston University) |
| Breaker: Removing Shortcut Cues with User Clustering for Single-slot Recommendation System DOI: https://doi.org/10.1145/3690624.3709387 |
| Chao Wang (Meituan Group); Yue Zheng (Meituan Group); Yujing Zhang (Meituan Group); Yan Feng (Meituan Group); Zhe Wang (Meituan Group); Xiaowei Shi (Meituan Group); An You (Meituan Group); Yu Chen (Meituan Group) |
| $MentorPDM:$ Learning Data-Driven Curriculum for Multi-Modal Predictive Maintenance DOI: https://doi.org/10.1145/3690624.3709388 |
| Shuaicheng Zhang (Virginia Tech); Tuo Wang (Virginia Tech); Stephen Adams (Virginia Tech National Security Institute); Sanmitra Bhattacharya (Deloitte & Touche LLP); Sunil Reddy Tiyyagura (Deloitte & Touche Assurance & Enterprise Risk Services India Private Limited); Edward Bowen (Deloitte & Touche LLP); Balaji Veeramani (Deloitte & Touche LLP); Dawei Zhou (Virginia Tech) |
| Cross-Species Insights: Transforming Drug Efficacy from Rats to Humans Using Tissue-Specific Generative Models DOI: https://doi.org/10.1145/3690624.3709389 |
| Sally Turutov (Technion – Israel Institute of Technology); Kira Radinsky (Technion – Israel Institute of Technology) |
| Scenario Shared Instance Modeling for Click-through Rate Prediction DOI: https://doi.org/10.1145/3690624.3709390 |
| Dugang Liu (College of Computer Science and Software Engineering, Shenzhen University); Chaohua Yang (College of Computer Science and Software Engineering, Shenzhen University); Yuwen Fu (FiT, Tencent); Xing Tang (FiT, Tencent); Gongfu Li (FiT, Tencent); Fuyuan Lyu (McGill University); xiuqiang He (Shenzhen Technology University); Zhong Ming (Shenzhen Technology University) |
| DynST: Dynamic Sparse Training for Resource-Constrained Spatio-Temporal Forecasting DOI: https://doi.org/10.1145/3690624.3709391 |
| Hao Wu (University of Science and Technology of China); Haomin Wen (Carnegie Mellon University); Guibin Zhang (Tongji University); Yutong Xia (National University of Singapore); Yuxuan Liang (The Hong Kong University of Science and Technology (Guangzhou)); Yu Zheng (JD iCity, JD Technology); Qingsong Wen (Squirrel AI); Kun Wang (Nanyang Technological University) |
| Improving Synthetic Image Detection Towards Generalization: An Image Transformation Perspective DOI: https://doi.org/10.1145/3690624.3709392 |
| Ouxiang Li (University of Science and Technology of China); Jiayin Cai (Xiaohongshu Inc.); Yanbin Hao (University of Science and Technology of China); Xiaolong Jiang (Xiaohongshu Inc.); Yao Hu (Xiaohongshu Inc.); Fuli Feng (University of Science and Technology of China) |
| FuzzyLight: A Robust Two-Stage Fuzzy Approach for Traffic Signal Control Works in Real Cities DOI: https://doi.org/10.1145/3690624.3709393 |
| Mingyuan Li (College of Cyberspace Security, Beijing University of Posts and Telecommunications); Jiahao Wang (College of Cyberspace Security, Beijing University of Posts and Telecommunications); Bo Du (Department of Business Strategy and Innovation, Griffith University); Jun Shen (School of Computing and Information Technology, University of Wollongong); Qiang Wu (Collaborative Innovation Center for Western Ecological Safety, Lanzhou University) |
| $MerRec:$ A Large-scale Multipurpose Mercari Dataset for Consumer-to-Consumer Recommendation Systems DOI: https://doi.org/10.1145/3690624.3709394 |
| Lichi Li (Independent); Zainul Abi Din (Independent); Zhen Tan (School of Computing, and Augmented Intelligence, Arizona State University); Sam London (Independent); Tianlong Chen (Department of Computer Science, The University of North Carolina at Chapel Hill); Ajay Daptardar (Independent) |
| RankElectra: Semi-supervised Pre-training of Learning-to-Rank Electra for Web-scale Search DOI: https://doi.org/10.1145/3690624.3709395 |
| Yuchen Li (Baidu Inc.); Haoyi Xiong (Baidu Inc.); Yongqi Zhang (Hong Kong University of Science and Technology (Guangzhou)); Jiang Bian (Baidu Inc.); Tianhao Peng (Baidu Inc.); Xuhong Li (Baidu Inc.); Shuaiqiang Wang (Baidu Inc.); Linghe Kong (Shanghai Jiao Tong University); Dawei Yin (Baidu Inc.) |
| LinkSAGE: Optimizing Job Matching Using Graph Neural Networks DOI: https://doi.org/10.1145/3690624.3709396 |
| Ping Liu (LinkedIn Corporation); Haichao Wei (LinkedIn Corporation); Xiaochen Hou (LinkedIn Corporation); Jianqiang Shen (LinkedIn Corporation); Shihai He (LinkedIn Corporation); Qianqi Shen (LinkedIn Corporation); Zhujun Chen (LinkedIn Corporation); Fedor Borisyuk (LinkedIn Corporation); Daniel Hewlett (LinkedIn Corporation); Liang Wu (LinkedIn Corporation); Srikant Veeraraghavan (LinkedIn Corporation); Alex Tsun (LinkedIn Corporation); Chengming Jiang (LinkedIn Corporation); Wenjing Zhang (LinkedIn Corporation) |
| TGDataset: Collecting and Exploring the Largest Telegram Channels Dataset DOI: https://doi.org/10.1145/3690624.3709397 |
| Massimo La Morgia (Department of Computer Science, Sapienza University of Rome); Alessandro Mei (Department of Computer Science, Sapienza University of Rome); Alberto Maria Mongardini (Department of Computer Science, Sapienza University of Rome) |
| AntAkso: Claims Management System for Health Insurance in Alipay DOI: https://doi.org/10.1145/3690624.3709398 |
| Qitao Shi (Ant Group); Jun Zhou (Ant Group); Ya-Lin Zhang (Ant Group); Longfei Li (Ant Group); Chaoyi Ma (Ant Group); Yifan Wu (Ant Group); Xiaobo Qin (Ant Group) |
| TEMPER: Capturing Consistent and Fluctuating TEMPoral User Behaviour for EtheReum Phishing Scam Detection DOI: https://doi.org/10.1145/3690624.3709399 |
| Medhasree Ghosh (Computer Science and Engineering, Indian Institute of Technology, Patna); Chirag Dinesh Jain (Computer Science and Engineering, University of California, San Diego); Raju Halder (Computer Science and Engineering, Indian Institute of Technology, Patna); Joydeep Chandra (Computer Science and Engineering, Indian Institute of Technology, Patna) |
| Efficient Multi-Expert Tabular Language Model for Banking DOI: https://doi.org/10.1145/3690624.3709400 |
| Yue Guo (Hong Kong University of Science and Technology); Wentao Zhang (WeBank); Xiaojun Zhang (WeBank); Vincent Zheng (WeBank); Yi Yang (Hong Kong University of Science and Technology) |
| Large Vison-Language Foundation Model in Baidu AIGC Image Advertising DOI: https://doi.org/10.1145/3690624.3709401 |
| Zhipeng Jin (Baidu Inc.); Wen Tao (Baidu Inc.); Yafei Li (Baidu Inc.); Yi Yang (Baidu Inc.); Cong Han (Baidu Inc.); Shuanglong Li (Baidu Inc.); Lin Liu (Baidu Inc.) |
| SepsisCalc: Integrating Clinical Calculators into Early Sepsis Prediction via Dynamic Temporal Graph Construction DOI: https://doi.org/10.1145/3690624.3709402 |
| Changchang Yin (The Ohio State University); Shihan Fu (Northeastern University); Bingsheng Yao (Northeastern University); Thai-Hoang Pham (The Ohio State University); Weidan Cao (The Ohio State University Wexner Medical Center); Dakuo Wang (Northeastern University); Jeffrey Caterino (The Ohio State University Wexner Medical Center); Ping Zhang (The Ohio State University) |
| Mutual Information-aware Knowledge Distillation for Short Video Recommendation DOI: https://doi.org/10.1145/3690624.3709403 |
| Han Xu (Kuaishou Technology); Taoxing Pan (Kuaishou Technology); Zhiqiang Liu (Kuaishou Technology); Xiaoxiao Xu (Kuaishou Technology) |
| YaART: Yet Another ART Rendering Technology DOI: https://doi.org/10.1145/3690624.3709404 |
| Sergey Kastryulin (Yandex,Skoltech); Artem Konev (Yandex); Alexander Shishenya (Yandex); Eugene Lyapustin (Yandex); Artem Khurshudov (Yandex); Alexander Tselousov (Yandex); Nikita Vinokurov (Yandex); Denis Kuznedelev (Skoltech,Yandex); Alexander Markovich (Yandex); Grigoriy Livshits (Yandex); Alexey Kirillov (Moscow State University,Yandex); Anastasiia Tabisheva (Yandex); Liubov Chubarova (Yandex); Marina Kaminskaia (Yandex); Alexander Ustyuzhanin (Yandex); Artemii Shvetsov (Yandex); Daniil Shlenskii (Skoltech,Yandex); Valerii Startsev (Yandex); Dmitrii Kornilov (Yandex); Mikhail Romanov (Yandex); Dmitry Baranchuk (Yandex); Artem Babenko (Yandex); Sergei Ovcharenko (Yandex); Valentin Khrulkov (Yandex) |
| ECGrecover: A Deep Learning Approach for Electrocardiogram Signal Completion DOI: https://doi.org/10.1145/3690624.3709405 |
| Alex Lence (UMMISCO, Institut de Recherche pour le Développement (IRD)); Federica Granese (UMMISCO, Institut de Recherche pour le Développement (IRD)); Ahmad Fall (UMMISCO, Institut de Recherche pour le Développement (IRD)); Blaise Hanczar (IBISC, Université d’Evry Val d’Essonne); Joe-Elie Salem (Centre d’Investigation Clinique (CIC), Assistance Publique – Hôpitaux de Paris (APHP),VANCART, Vanderbilt University Medical Center); Jean-Daniel Zucker (UMMISCO, Institut de Recherche pour le Développement (IRD),NutriOmique, Sorbonne Université); Edi Prifti (UMMISCO, Institut de Recherche pour le Développement (IRD),NutriOmique, Sorbonne Université) |
| Unifying Adversarial Multi-Deconfounded Learning Paradigm for Fake News Detection DOI: https://doi.org/10.1145/3690624.3709406 |
| Zixun Sun (Interactive Entertainment Group, Tencent Inc.); Mingye Xu (Interactive Entertainment Group, Tencent Inc.); Guanming Liang (Interactive Entertainment Group, Tencent Inc.); Qi Liu (Interactive Entertainment Group, Tencent Inc.) |
| Scalable Area Difficulty Assessment with Knowledge-enhanced AI for Nationwide Logistics Systems DOI: https://doi.org/10.1145/3690624.3709407 |
| Zejun Xie (Rutgers University); Wenjun Lyu (Rutgers University); Yiwei Song (JD Logistics); Haotian Wang (JD Logistics); Guang Yang (Rutgers University); Yunhuai Liu (Peking University); Tian He (JD Logistics); Desheng Zhang (Rutgers University); Guang Wang (Florida State University) |
| Multi-Branch Collaborative Learning Network for Video Quality Assessment in Industrial Video Search DOI: https://doi.org/10.1145/3690624.3709408 |
| Hengzhu Tang (Baidu Inc.); Zefeng Zhang (Baidu Inc.); Zhiping Li (Baidu Inc.); Zhenyu Zhang (Baidu Inc.); Xing Wu (Baidu Inc.); Li Gao (Baidu Inc.); Suqi Cheng (Baidu Inc.); Dawei Yin (Baidu Inc.) |
| $HyperZero:$ A Customized End-to-End Auto-Tuning System for Recommendation with Hourly Feedback DOI: https://doi.org/10.1145/3690624.3709409 |
| Xufeng Cai (Department of Computer Sciences, University of Wisconsin-Madison); Ziwei Guan (Meta Platforms Inc.); Lei Yuan (Meta Platforms Inc.); Ali Selman Aydin (Meta Platforms Inc.); Tengyu Xu (Meta Platforms Inc.); Boying Liu (Meta Platforms Inc.); Wenbo Ren (Meta Platforms Inc.); Renkai Xiang (Meta Platforms Inc.); Songyi He (Meta Platforms Inc.); Haichuan Yang (Meta Platforms Inc.); Serena Li (Meta Platforms Inc.); Mingze Gao (Meta Platforms Inc.); Yue Weng (Meta Platforms Inc.); Ji Liu (Meta Platforms Inc.) |
| Roadside Multi-LiDAR Data Fusion for Enhanced Traffic Safety DOI: https://doi.org/10.1145/3690624.3709410 |
| Md Parvez Mollah (The University of New Mexico); Biplob Debnath (NEC Laboratories America, Inc.); Murugan Sankaradas (NEC Laboratories America, Inc.); Srimat Chakradhar (NEC Laboratories America, Inc.); Abdullah Mueen (The University of New Mexico) |
| Using Instruction-Tuned LMs for Scalable Use Case-Based Shopping – Where Customers Meet Their Needs DOI: https://doi.org/10.1145/3690624.3709411 |
| Rajdeep Mukherjee (Indian Institute of Technology); Sonali Singh (Amazon); Sachin Farfade (Amazon) |
| $SoAy:$ A Solution-based LLM API-using Methodology for Academic Information Seeking DOI: https://doi.org/10.1145/3690624.3709412 |
| Yuanchun Wang (School of Information, Renmin University of China,Key Laboratory of Data Engineering and Knowledge Engineering, MOE); Jifan Yu (Institute of Education, Tsinghua University); Zijun Yao (Department of Computer Science and Technology, Tsinghua University); Jing Zhang (School of Information, Renmin University of China,Engineering Research Center of Database and Business Intelligence, MOE); Yuyang Xie (Department of Computer Science and Technology, Tsinghua University); Shangqing Tu (Department of Computer Science and Technology, Tsinghua University); Yiyang Fu (School of Information, Renmin University of China); Youhe Feng (School of Information, Renmin University of China); Jinkai Zhang (School of Information, Renmin University of China); Jingyao Zhang (Zhipu AI); Bowen Huangbowen (Zhipu AI); Yuanyao Li (Zhipu AI); Huihui Yuan (Zhipu AI); Lei Hou (Department of Computer Science and Technology, Tsinghua University); Juanzi Li (Department of Computer Science and Technology, Tsinghua University); Jie Tang (Department of Computer Science and Technology, Tsinghua University) |
| Towards Web-scale Recommendations with LLMs: From Quality-aware Ranking to Candidate Generation DOI: https://doi.org/10.1145/3690624.3709413 |
| Jaidev Shah (Microsoft AI); Iman N Barjasteh (Microsoft AI); Amey Barapatre (Microsoft AI); Rana Forsati (Microsoft AI); Gang Luo (Microsoft AI); Fan Wu (Microsoft AI); Yuan Fang (Microsoft AI); Xue Deng Xue Deng (Microsoft AI); Blake Shepard (Microsoft AI); Ronak Shah (Microsoft AI); Linjun Yang (Microsoft AI); Hongzhi Li (Microsoft AI) |
| An Adaptable Budget Planner for Enhancing Budget-Constrained Auto-Bidding in Online Advertising DOI: https://doi.org/10.1145/3690624.3709414 |
| Zhijian Duan (School of Computer Science, Peking University,Alibaba Group); Yusen Huo (Alibaba Group); Tianyu Wang (Alibaba Group); Zhilin Zhang (Alibaba Group); Yeshu Li (Alibaba Group); Chuan Yu (Alibaba Group); Jian Xu (Alibaba Group); Bo Zheng (Alibaba Group); Xiaotie Deng (Center on Frontiers of Computing Studies, School of Computer Science, Peking University) |
| SWaT: Statistical Modeling of Video Watch Time through User Behavior Analysis DOI: https://doi.org/10.1145/3690624.3709415 |
| Shentao Yang (University of Texas at Austin); Haichuan Yang (Meta AI); Linna Du (Meta AI); Adithya Ganesh (Meta AI); Bo Peng (Ohio State University); Boying Liu (Meta AI); Serena Li (Meta AI); Ji Liu (Meta AI) |
| HoME: Hierarchy of Multi-Gate Experts for Multi-Task Learning at Kuaishou DOI: https://doi.org/10.1145/3690624.3709416 |
| Xu Wang (Kuaishou Technology); Jiangxia Cao (Kuaishou Technology); Zhiyi Fu (Kuaishou Technology); Kun Gai (Unaffiliated); Guorui Zhou (Kuaishou Technology) |
| SSE: Multimodal Semantic Data Selection and Enrichment for Industrial-scale Data Assimilation DOI: https://doi.org/10.1145/3690624.3709417 |
| Maying Shen (NVIDIA); Nadine Chang (NVIDIA); Sifei Liu (NVIDIA); Jose M. Alvarez (NVIDIA) |
| A Deep Subgrouping Framework for Precision Drug Repurposing via Emulating Clinical Trials on Real-world Patient Data DOI: https://doi.org/10.1145/3690624.3709418 |
| Seungyeon Lee (The Ohio State University); Ruoqi Liu (The Ohio State University); Feixiong Cheng (Cleveland Clinic); Ping Zhang (The Ohio State University) |
| Experimenting, Fast and Slow: Bayesian Optimization of Long-term Outcomes with Online Experiments DOI: https://doi.org/10.1145/3690624.3709419 |
| Qing Feng (Meta ); Samuel Daulton (Meta ); Benjamin Letham (Meta ); Maximilian Balandat (Meta ); Eytan Bakshy (Meta) |
| Prices Do Matter: Modeling Price Competitiveness for Online Hotel Industry DOI: https://doi.org/10.1145/3690624.3709420 |
| Ruitao Zhu (Shanghai Jiao Tong University); Wendong Xiao (Alibaba Group); Yao Yu (Alibaba Group); Yangsu Liu (Shanghai Jiao Tong University); Zhenzhe Zheng (Shanghai Jiao Tong University); Shuqi Zhang (Alibaba Group); Dong Li (Alibaba Group); Fan Wu (Shanghai Jiao Tong University) |
| Synthetic Survey Data Generation and Evaluation DOI: https://doi.org/10.1145/3690624.3709421 |
| Yanru Jiang (University of California, Los Angeles); Siyu Liang (University of California, Los Angeles); Junwon Choi (University of California, Davis) |
| Multi-period Learning for Financial Time Series Forecasting DOI: https://doi.org/10.1145/3690624.3709422 |
| Xu Zhang (School of Computer Science, Fudan University); Zhengang Huang (Ant Group); Yunzhi Wu (School of Computer Science, Fudan University); Xun Lu (Ant Group); Erpeng Qi (Ant Group); Yunkai Chen (Ant Group); Zhongya Xue (Ant Group); Qitong Wang (Université Paris Cité); Peng Wang (School of Computer Science, Fudan University); Wei Wang (School of Computer Science, Fudan University) |
| Awaking the Slides: A Tuning-free and Knowledge-regulated AI Tutoring System via Language Model Coordination DOI: https://doi.org/10.1145/3690624.3709423 |
| Daniel Zhang-Li (Department of Computer Science and Technology, Tsinghua University); Zheyuan Zhang (Department of Computer Science and Technology, Tsinghua University); Jifan Yu (Institute of Education, Tsinghua University); Joy Jia Yin Lim (Department of Computer Science and Technology, Tsinghua University); Shangqing Tu (Department of Computer Science and Technology, Tsinghua University); Linlu Gong (Department of Computer Science and Technology, Tsinghua University); Haohua Wang (Shenzhen International Graduate School, Tsinghua University); Zhiyuan Liu (Department of Computer Science and Technology, Tsinghua University); Huiqin Liu (Institute of Education, Tsinghua University); Lei Hou (Department of Computer Science and Technology, Tsinghua University); Juanzi Li (Department of Computer Science and Technology, Tsinghua University) |
| Instruction Semantics Enhanced Dual-Flow Graph Model for GPU Error Resilience Prediction DOI: https://doi.org/10.1145/3690624.3709424 |
| Pengfei Yu (Nanjing University of Aeronautics and Astronautics); Jingjing Gu (Nanjing University of Aeronautics and Astronautics); Dazhong Shen (Nanjing University of Aeronautics and Astronautics); Xin Dong (Nanjing University of Aeronautics and Astronautics); Yang Liu (Nanjing University of Aeronautics and Astronautics); Hui Xiong (Hong Kong University of Science and Technology (Guangzhou)) |
| AddrLLM: Address Rewriting via Large Language Model on Nationwide Logistics Data DOI: https://doi.org/10.1145/3690624.3709425 |
| Qinchen Yang (Rutgers University); Zhiqing Hong (Rutgers University); Dongjiang Cao (JD Logistics); Haotian Wang (JD Logistics); Zejun Xie (Rutgers University); Yunhuai Liu (Peking University); Tian He (JD Logistics); Yu Yang (Lehigh University); Desheng Zhang (Rutgers University) |
| CATER: A Cluster-Based Alternative-Term Recommendation Framework for Large-Scale Web Search at NAVER DOI: https://doi.org/10.1145/3690624.3709426 |
| Jiwon Son (Hanyang University); Jaeyoon Kim (Naver Corporation); Taekin Kim (Naver Corporation); Yeon-Chang Lee (Ulsan National Institute of Science and Technology (UNIST)); Sang-Wook Kim (Hanyang University) |
| A Framework for Leveraging Partially-Labeled Data for Product Attribute-Value Identification DOI: https://doi.org/10.1145/3690624.3709427 |
| D. Subhalingam (KnowDis AI); Keshav Kolluru (KnowDis AI); Mausam (Indian Institute of Technology Delhi); Saurabh Singal (KnowDis AI) |
| Producer-Side Experiments Based on Counterfactual Interleaving Designs for Online Recommender Systems DOI: https://doi.org/10.1145/3690624.3709428 |
| Yan Wang (LinkedIn Corporation); Shan Ba (LinkedIn Corporation) |
| Beyond Item Dissimilarities: Diversifying by Intent in Recommender Systems DOI: https://doi.org/10.1145/3690624.3709429 |
| Yuyan Wang (Stanford University); Cheenar Banerjee (Google, Inc.); Samer Chucri (Google, Inc.); Fabio Soldo (Google, Inc.); Sriraj Badam (Google, Inc.); Ed H. Chi (Google DeepMind); Minmin Chen (Google DeepMind) |
| Automatic Radiotherapy Treatment Planning with Deep Functional Reinforcement Learning DOI: https://doi.org/10.1145/3690624.3709430 |
| Bin Liu (New Cornerstone Science Laboratory, Center of Statistical Research, School of Statistics, Southwestern University of Finance and Economics); Yu Liu (New Cornerstone Science Laboratory, Center of Statistical Research, School of Statistics, Southwest University of Finance and Economics); Zhiqian Li (New Cornerstone Science Laboratory, Center of Statistical Research, School of Statistics, Southwestern University of Finance and Economics); Jianghong Xiao (Radiotherapy Physics & Technology Center, Cancer Center, Sichuan University); Guosheng Yin (Department of Statistics and Actuarial Science, The University of Hong Kong); Huazhen Lin (New Cornerstone Science Laboratory, Center of Statistical Research, School of Statistics, Southwest University of Finance and Economics) |
| ForTune: Running Offline Scenarios to Estimate Impact on Business Metrics DOI: https://doi.org/10.1145/3690624.3709431 |
| Georges Dupret (Spotify, Inc.); Konstantin Sozinov (Spotify, Inc.); Carmen Barcena Gonzalez (Spotify, Ltd.); Ziggy Zacks (Spotify, Inc.); Amber Yuan (Spotify, Inc.); Ben Carterette (Spotify, Inc.); Manuel Mai (Spotify, Inc.); Andrey Gatash (Spotify, Inc.); Gwo Liang Lien (Spotify, Inc.); Shubham Bansal (Spotify, Inc.); Roberto Sanchis-Ojeda (Spotify, Inc.); Mounia Lalmas (Spotify, Inc.) |
| Disclosing Actual Controller based on Equity Knowledge Graph Learning DOI: https://doi.org/10.1145/3690624.3709432 |
| Qingying Xu (School of Information Management, Wuhan University); Liang Hong (School of Artificial Intelligence, Wuhan University,School of Information Management, Wuhan University); Mingxuan Shen (School of Information Management, Wuhan University); Baokun Yi (School of Information Management, Wuhan University) |
| Powerformer: A Section-adaptive Transformer for Power Flow Adjustment DOI: https://doi.org/10.1145/3690624.3709433 |
| Kaixuan Chen (State Key Laboratory of Blockchain and Data Security, Zhejiang University); Wei Luo (State Key Laboratory of Blockchain and Data Security, Zhejiang University); Shunyu Liu (State Key Laboratory of Blockchain and Data Security, Zhejiang University); Yaoquan Wei (State Key Laboratory of Blockchain and Data Security, Zhejiang University); Yihe Zhou (State Key Laboratory of Blockchain and Data Security, Zhejiang University); Yunpeng Qing (State Key Laboratory of Blockchain and Data Security, Zhejiang University); Quan Zhang (College of Electrical Engineering, Zhejiang University); Yong Wang (State Grid Shandong Electronic Power Company); Jie Song (State Key Laboratory of Blockchain and Data Security, Zhejiang University); Mingli Song (State Key Laboratory of Blockchain and Data Security, Zhejiang University) |
| Multi-Task Combinatorial Bandits for Budget Allocation DOI: https://doi.org/10.1145/3690624.3709434 |
| Lin Ge (Amazon); Yang Xu (North Carolina State University); Jianing Chu (Amazon); David Cramer (Amazon); Fuhong Li (Amazon); Kelly Paulson (Amazon); Rui Song (Amazon) |
| Generative Retrieval for Book Search DOI: https://doi.org/10.1145/3690624.3709435 |
| Yubao Tang (CAS Key Lab of Network Data Science and Technology, ICT, CAS,University of the Chinese Academy of Sciences); Ruqing Zhang (CAS Key Lab of Network Data Science and Technology, ICT, CAS,University of Chinese Academy of Sciences); Jiafeng Guo (CAS Key Lab of Network Data Science and Technology, ICT, CAS,University of Chinese Academy of Sciences); Maarten de Rijke (University of Amsterdam); Shihao Liu (Search Rank, Baidu Inc.); Shuaiqiang Wang (Search Science Department, Baidu Inc.); Dawei Yin (Baidu Inc.); Xueqi Cheng (CAS Key Lab of Network Data Science and Technology, ICT, CAS,University of Chinese Academy of Sciences) |
| Explainable LiDAR 3D Point Cloud Segmentation and Clustering for Detecting Airplane-Generated Wind Turbulence DOI: https://doi.org/10.1145/3690624.3709436 |
| Zhan Qu (Karlsruhe Institute of Technology,ScaDS.AI); Shuzhou Yuan (ScaDS.AI,TU Dresden); Michael Färber (ScaDS.AI,TU Dresden); Marius Brennfleck (Karlsruhe Institute of Technology); Niklas Wartha (Institute of Atmospheric Physics, German Aerospace Center,RWTH Aachen University); Anton Stephan (Institute of Atmospheric Physics, German Aerospace Center) |
| Session-Level Dynamic Ad Load Optimization using Offline Robust Reinforcement Learning DOI: https://doi.org/10.1145/3690624.3709437 |
| Tao Liu (Meta); Qi Xu (Meta); Wei Shi (Meta); Zhigang Hua (Meta); Shuang Yang (Meta) |
| Multi-granularity Interest Retrieval and Refinement Network for Long-Term User Behavior Modeling in CTR Prediction DOI: https://doi.org/10.1145/3690624.3709438 |
| Xiang Xu (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); Wei Guo (Huawei Noah’s Ark Lab); Luankang Zhang (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China); Wanshan Yang (Consumer Cloud Service Interactive Media BU, Huawei); Runlong Yu (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China); Yong Liu (Huawei Noah?s Ark Lab); Defu Lian (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China); Enhong Chen (State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China) |
| Learning Adaptive Reserve Price in Display Advertising DOI: https://doi.org/10.1145/3690624.3709439 |
| Kun Hu (College of Computer Science and Technology, National University of Defense Technology); Shumin Zhang (Cainiao network, Alibaba group); Lixia Wu (Cainiao network, Alibaba group); Yongjun Dai (College of Computer Science and Technology, National University of Defense Technology); Minfang Lu (College of Intelligence Science and Technology, National University of Defense Technology); Yuting Qiang (Cainiao network, Alibaba group); Minglong Li (College of Computer Science and Technology, National University of Defense Technology) |
| NoteLLM-2: Multimodal Large Representation Models for Recommendation DOI: https://doi.org/10.1145/3690624.3709440 |
| Chao Zhang (University of Science and Technology of China,City University of Hong Kong); Haoxin Zhang (Xiaohongshu Inc.); Shiwei Wu (University of Science and Technology of China,State Key Laboratory of Cognitive Intelligence); Di Wu (Xiaohongshu Inc.); Tong Xu (University of Science and Technology of China,State Key Laboratory of Cognitive Intelligence); Xiangyu Zhao (City University of Hong Kong); Yan Gao (Xiaohongshu Inc.); Yao Hu (Xiaohongshu Inc.); Enhong Chen (University of Science and Technology of China,State Key Laboratory of Cognitive Intelligence) |
| Effective AOI-level Parcel Volume Prediction: When Lookahead Parcels Matter DOI: https://doi.org/10.1145/3690624.3709441 |
| Yinfeng Xiang (Zhejiang University); Jiangyi Fang (Peking University); Chao Li (Zhejiang University); Haitao Yuan (National Technological University); Yiwei Song (JD Logisitcs); Jiming Chen (Zhejiang University) |