#1 Web mining / Web Search (III)
| Paper Title | Authors |
| MAVE: A Product Dataset for Multi-source Attribute Value Extraction | Li Yang (Google Research); Qifan Wang (Google Research)*; Zac Yu (Google); Anand Kulkarni (Google); Sumit Sanghai (Google LLC); Bin Shu (Google); Jonathan Elsas (Google); Bhargav Kanagal (Google) |
| Multi-Sparse-Domain Collaborative Recommendation via Enhanced Comprehensive Aspect Preference Learning | Xiaoyun Zhao (Sichuan University); Ning Yang (Sichuan University)*; Philip S Yu (UIC) |
| Non-stationary Continuum-armed Bandits for Online Hyperparameter Optimization | Shiyin Lu (Nanjing University)*; Yu-Hang Zhou (Alibaba Group); Jing-Cheng Shi (Nanjing University; Alibaba Group); wenya zhu (Alibaba); Qingtao Yu (Alibaba); Qing-Guo Chen (Alibaba); Qing Da (Alibaba Group); Lijun Zhang (Nanjing University) |
| Learning-To-Ensemble by Contextual Rank Aggregation in E-Commerce | Xuesi Wang (Alibaba); Guangda Huzhang (Alibaba); Qianying Lin (Alibaba)*; Qing Da (Alibaba Group) |
| Graph Collaborative Reasoning | Hanxiong Chen (Rutgers University)*; Yunqi Li (Rutgers University); Shaoyun Shi (Tsinghua University); Shuchang Liu (Rutgers University); He Zhu (Rutgers University); Yongfeng Zhang (Rutgers University) |
| Modeling Scale-free Graphs with Hyperbolic Geometry for Knowledge-aware Recommendation | Yankai Chen (The Chinese University of Hong Kong)*; Menglin Yang (The Chinese University of Hong Kong); Yingxue Zhang (Huawei Technologies Canada); Mengchen Zhao (Huawei Noah’s Ark Lab); Ziqiao Meng (Chinese University of Hong Kong); Jianye Hao (Huawei Noah’s Ark Lab); Irwin King (The Chinese University of Hong Kong) |
| Retrieving Black-box Optimal Images from External Databases | Ryoma Sato (Kyoto University)* |
| MtCut: A Multi-Task Framework for Ranked List Truncation | Jianxin Li (Beihang University)*; Wang Dong (Beihang University); Tianchen Zhu (Beihang University); Qishan Zhu (Beihang University); Yuxin Wen (Beihang University); Piao Hongming (Beihang University) |
#2 Web mining (III)
| Paper Title | Authors |
| MAF: A General Matching and Alignment Framework for Multimodal Named Entity Recognition | Bo Xu (Donghua University)*; Shizhou Huang (Donghua University); Chaofeng Sha (Fudan University); Hongya Wang (Donghua University) |
| A Peep into the Future: Adversarial Future Encoding in Recommendation | Ruobing Xie (WeChat Search Application Department, Tencent)*; Shaoliang Zhang (Tencent); Rui Wang (Tencent); Feng Xia (WeChat Search Application Department, Tencent); Leyu Lin (WeChat Search Application Department, Tencent) |
| Variational User Modeling with Slow and Fast Features | Ghazal Fazelnia (Spotify)*; Eric Simon (Spotify); Ian Anderson (Spotify); Benjamin Carterette (Spotify); Mounia Lalmas (Spotify) |
| Scalable Graph Topology Learning via Spectral Densification | Yongyu Wang (Michigan Technological University); Zhiqiang Zhao (Stevens Institute of Technology); Zhuo Feng (Stevens Institute of Technology)* |
| Surrogate Representation Learning with Isometric Mapping for Gray-box Graph Adversarial Attacks | Zihan Liu (Westlake University)*; Yun Luo (Westlake university); Zelin Zang (Westlake University); Stan Z. Li (Westlake University) |
| DAME: Domain Adaptation for Matching Entities | Mohamed Trabelsi (Lehigh University)*; Jeff Heflin (Lehigh University); Jin Cao (Nokia Bell Labs) |
| Wikipedia Reader Navigation: When Synthetic Data is Enough | Akhil Arora (EPFL)*; Martin Gerlach (Wikimedia Foundation); Tiziano Piccardi (EPFL); Alberto Garcia-Duran (EPFL); Robert West (EPFL) |
| Collaborative Curating for Discovery and Expansion of Visual Clusters | Dung Duy Le (College of Engineering and Computer Science, VinUniversity)*; Hady Lauw (Singapore Management University) |
#3 Web mining (IV)
| Paper Title | Authors |
| Cluster-Aware Heterogeneous Information Network Embedding | RayyanAhmad Khan (Technical University of Munich)*; Martin Kleinsteuber (Technical University of Munich) |
| PipAttack: Poisoning Federated Recommender Systems for Manipulating Item Promotion | shijie zhang (The University of Queensland)*; Hongzhi Yin (The University of Queensland); Tong Chen (The University of Queensland); Zi Helen Huang (University of Queensland); Quoc Viet Hung Nguyen (Griffith University); Lizhen Cui (ShanDong University) |
| RecGURU: Adversarial Learning of Generalized User Representations for Cross-Domain Recommendation | Chenglin Li (University of Alberta)*; Mingjun Zhao (University of Alberta); huanming zhang (South China University of Technology); Chenyun YU (City University of Hong Kong); Lei Cheng (Tencent); Guoqiang Shu (Tencent); Jianming Yang (Tencent ); Di Niu (University of Alberta) |
| Personalized Transfer of User Preferences for Cross-domain Recommendation | Yongchun Zhu (Institute of Computing Technology, Chinese Academy of Sciences)*; Zhenwei Tang (King Abdullah University of Science and Technology); Yudan Liu (WeChat Search Application Department, Tencent); Fuzhen Zhuang (Institute of Artificial Intelligence, Beihang University); Ruobing Xie (WeChat Search Application Department, Tencent); Xu Zhang (WeChat Search Application Department, Tencent); Leyu Lin (WeChat Search Application Department, Tencent); Qing He (Institute of Computing Technology, Chinese Academy of Sciences) |
| A Neighborhood-Attention Fine-grained Entity Typing for Knowledge Graph Completion | Jianhuan Zhuo (Institute of Information Engineering, Chinese Academy of Sciences)*; Qiannan Zhu (Gaoling School of Artificial Intelligence, Renmin University of China); Yinliang Yue (Institute of Information Engineering, Chinese Academy of Sciences); Yuhong Zhao (Institute of Information Engineering, Chinese Academy of Sciences); Weisi Han (Institute of Information Engineering, Chinese Academy of Sciences) |
| Scope-aware Re-ranking with Gated Attention in Feed | Hao Qian (Ant Services Group)*; Qintong Wu (Ant Group ); Kai Zhang (University of Science and Technology of China); Zhiqiang Zhang (Ant Group); Lihong Gu (Ant Group); Xiaodong Zeng (Ant Services Group ); Jun Zhou (Ant Financial); Jinjie Gu (Ant Group) |
| Knowledge Enhanced Sports Game Summarization | Jiaan Wang (Soochow University)*; Zhixu Li (Fudan University); Tingyi Zhang (Soochow University); Duo Zheng (Beijing University of Posts and Telecommunications); JIanfeng Qu (Soochow University); An Liu (Soochow University); Lei Zhao (Soochow University); Zhigang Chen (iFLYTEK CO., LTD) |
| A Simple but Effective Bidirectional Framework for Relational Triple Extraction | Feiliang Ren (Northeastern University)*; Longhui Zhang (Northeastern University); Shujuan Yin (Northeastern University); Xiaofeng Zhao (Northeastern University); Shilei Liu (Northeastern University); Bochao Li (Northeastern University) |
#4 Social Networks / Web mining (II)
| Paper Title | Authors |
| MTLVS: A Multi-Task Framework to Verify and Summarize Crisis-Related Microblogs | Rajdeep Mukherjee (IIT Kharagpur)*; Uppada Vishnu (IIT Kharagpur); Chandana Peruri (IIT Kharagpur); Sourangshu Bhattacharya (IIT KHARAGPUR); niloy ganguly (IIT Kharagpur); Pawan Goyal ( Indian Institute of Technology Kharagpur); Koustav Rudra (Leibniz Universität Hannover) |
| Finding a Concise, Precise, and Exhaustive Set of Near Bi-Cliques in Dynamic Graphs | Hyeonjeong Shin (KAIST); Taehyung Kwon (KAIST); Neil Shah (Snap Inc.); Kijung Shin (KAIST)* |
| Ranking Friend Stories on Social Platforms with Edge-Contextual Local Graph Convolutions | Xianfeng Tang (Amazon)*; Yozen Liu (Snap Inc); Xinran He (Snap Inc.); Suhang Wang (Pennsylvania State University); Neil Shah (Snap Inc.) |
| Geometric Inductive Matrix Completion: A Hyperbolic Approach with Unified Message Passing | Chengkun Zhang (the University of Sydney)*; Hongxu Chen (University of Technology Sydney); Sixiao Zhang (University of Technology Sydney); Guandong Xu (University of Technology Sydney, Australia); Junbin Gao (University of Sydney, Australia) |
| Graph Few-shot Class-incremental Learning | Zhen Tan (Arizona State University)*; Kaize Ding (Arizona State University); Ruocheng Guo (City University of Hong Kong); Huan Liu (Arizona State University) |
| Identifying Cost-effective Debunkers for Multi-stage Fake News Mitigation Campaigns | Xiaofei Xu (RMIT University)*; KE DENG (RMIT University); Xiuzhen Zhang (RMIT University) |
| A Counterfactual Modeling Framework for Churn Prediction | Guozhen Zhang (Tsinghua University)*; Jinwei Zeng (Tsinghua University); Zhengyue Zhao (Tsinghua University); Depeng Jin (Tsinghua University); Yong Li (Tsinghua University) |
| Directed Network Embedding with Virtual Negative Edges | Hyunsik Yoo (Hanyang University); Yeon-Chang Lee (Hanyang University); Kijung Shin (KAIST); Sang-Wook Kim (Hanyang University, Korea)* |
#5 Intelligent Assistant (I)
| Paper Title | Authors |
| Improving the Applicability of Knowledge-Enhanced Dialogue Generation Systems by Using Heterogeneous Knowledge from Multiple Sources | Sixing Wu (Peking University)*; Minghui Wang (Peking University); Ying Li (Peking University); Dawei Zhang (Peking University); Zhonghai Wu (Peking University) |
| Unsupervised Cross-Domain Adaptation for Response Selection Using Self-Supervised and Adversarial Training | Jia Li (Peking University); Chongyang Tao (Microsoft)*; Huang Hu (Microsoft); Can Xu (microsoft); Yining Chen (Microsoft); Daxin Jiang (Microsoft, Beijing, China) |
| On Sampling Collaborative Filtering Datasets | Noveen Sachdeva (UC San Diego)*; Carole-Jean Wu (Facebook AI Research); Julian McAuley (UCSD) |
| Choosing the Best of All Worlds: Accurate, Diverse, and Novel Recommendations through Multi-Objective Reinforcement Learning | Dušan Stamenković (Department of Mathematics and Informatics, University of Novi Sad)*; Alexandros Karatzoglou (Google Research); Ioannis Arapakis (Telefonica Research); Xin Xin (Shandong University); Kleomenis Katevas (Telefonica Research) |
| Deep-QPP: A Pairwise Interaction-based Deep Learning Model for Supervised Query Performance Prediction | Suchana Datta (University College Dublin)*; Debasis Ganguly (University of Glasgow); Derek Greene (University College Dublin); Mandar Mitra (Indian Statistical Institute, Kolkata) |
| Supervised Advantage Actor-Critic for Recommender Systems | Xin Xin (Shandong University); Alexandros Karatzoglou (Google Research)*; Ioannis Arapakis (Telefonica Research); Joemon M Jose ( University of Glasgow) |
| Learning Relevant Questions for Conversational Product Search using Reinforcement Learning | Ali Montazeralghaem (University of Massachusetts Amherst)*; James Allan (University of Massachusetts Amherst) |
#6 Privacy (I)
| Paper Title | Authors |
| Learning Fair Node Representations with Graph Counterfactual Fairness | Jing Ma (University of Virginia)*; Ruocheng Guo (City University of Hong Kong); Mengting Wan (Microsoft); Longqi Yang (Microsoft); Aidong Zhang (University of Virginia); Jundong Li (University of Virginia) |
| Toward Pareto Efficient Fairness-Utility Trade-off in Recommendation through Reinforcement Learning | Yingqiang Ge (Rutgers University)*; Xiaoting Zhao (Etsy); Lucia Yu (Etsy); Saurabh Paul (Etsy); Diane Hu (Etsy); Yongfeng Zhang (Rutgers University) |
| Towards Fair Classifiers Without Sensitive Attributes: ExploringBiases in Related Features | Tianxiang Zhao (Penn State University)*; Enyan Dai (The Pennsylvania State University); Kai Shu (Illinois Institute of Technology); Suhang Wang (Pennsylvania State University) |
| Understanding and Mitigating the Effect of Outliers in Fair Ranking | Fatemeh Sarvi (University of Amsterdam)*; Maria Heuss (University of Amsterdam); Mohammad Aliannejadi (University of Amsterdam); Sebastian Schelter (University of Amsterdam); Maarten de Rijke (University of Amsterdam & Ahold Delhaize) |
| Introducing the Expohedron for efficient Pareto-optimal fairness-utility amortizations in repeated rankings | Till Kletti (NaverLabs Europe)*; Jean-Michel Renders (NAVER LABS Europe); Patrick Loiseau (Inria) |
| Assessing Algorithmic Biases for Musical Version Identification | Furkan Yesiler (Universitat Pompeu Fabra)*; Marius Miron (Universitat Pompeu Fabra); Joan Serra (Dolby Laboratories); Emilia Gomez (Universitat Pompeu Fabra) |
#7 Web of Things / Crowdsourcing
| Paper Title | Authors |
| Keyword Assisted Embedded Topic Model | Bahareh Harandizadeh (University of Southern California)*; J. Hunter Priniski (University of California, Los Angeles); Fred Morstatter (University of Southern California) |
| Combinatorial Bandits under Strategic Manipulations | Jing Dong (The Chinese University of Hong Kong, Shenzhen)*; Ke Li (The Chinese University of Hong Kong, Shenzhen); Shuai Li (Shanghai Jiao Tong University); Baoxiang Wang (The Chinese University of Hong Kong, Shenzhen) |
| Crowdsourcing-based Multi-Device Communication Cooperation for Mobile High-Quality Video Enhancement | Xiaotong Wu (Nanjing Normal University)*; Lianyong Qi (Qufu Normal University); Xiaolong Xv (Nanjing University of Information Science and Technology); Shui Yu (University of Technology Sydney (UTS)); Wanchun Dou (Nanjing University); Xuyun Zhang (Macquarie University) |
| ST-GSP: Spatial-Temporal Global Semantic Representation Learning for Urban Flow Prediction | Liang Zhao (Chongqing University); Min Gao (Chongqing University)*; Zongwei Wang (Chongqing University) |
| VAE++: Variational AutoEncoder for Heterogeneous One-Class Collaborative Filtering | Wanqi Ma (Shenzhen University); Xiancong Chen (Shenzhen University); Weike Pan (Shenzhen University)*; Zhong Ming (Shenzhen University) |
| Outside In: Market-aware Heterogeneous Graph Neural Network for Employee Turnover Prediction | Jinquan Hang (Peking University)*; Zheng Dong (Baidu); Hengshu Zhu (Baidu); Hongke Zhao (Tianjin University); Xin Song (Baidu Inc.); Peng Wang (Baidu Inc.) |
| PLdFe-RR:Personalized Long-distance Fuel-efficient Route Recommendation Based On Historical Trajectory | Zhan Wang (Shandong University); Zhaohui Peng (Shandong University)*; Senzhang Wang (Central South University); Qiao Song (Shandong University) |
Event Timeslots (1)
Wed (Feb. 23)
-
(parallel session)