{"id":1220,"date":"2022-01-28T00:27:17","date_gmt":"2022-01-28T00:27:17","guid":{"rendered":"https:\/\/www.wsdm-conference.org\/2022\/?post_type=mp-event&p=1220"},"modified":"2022-04-08T08:41:58","modified_gmt":"2022-04-08T15:41:58","slug":"poster-session-3","status":"publish","type":"mp-event","link":"https:\/\/www.wsdm-conference.org\/2022\/timetable\/event\/poster-session-3\/","title":{"rendered":"Poster Session #3"},"content":{"rendered":"\n

#1 Web mining \/ Web Search (IV)<\/strong><\/p>\n\n\n\n

Paper Title<\/strong><\/td>Authors<\/strong><\/td><\/tr>
Leaving No One Behind: A Multi-Scenario Multi-Task Meta Learning Approach for Advertiser Modeling<\/td>qianqian zhang (Alibaba)*; Xinru Liao (Alibaba Group); Quan Liu (Alibaba Group); Jian Xu (Alibaba Group); Bo Zheng (Alibaba Group)<\/td><\/tr>
Beyond NED: Fast and Effective Search Space Reduction for Complex Question Answering over Knowledge Bases<\/td>Philipp Christmann (MPI for Informatics)*; Rishiraj Saha Roy (Max Planck Institute for Informatics); Gerhard Weikum (Max-Planck-Institut fur Informatik)<\/td><\/tr>
Linear, or Non-Linear, That is the Question!<\/td>Taeyong Kong (Yonsei University); Taeri Kim (Hanyang University); Jinsung Jeon (Yonsei university); Jeongwhan Choi (Yonsei University); Yeon-Chang Lee (Hanyang University); Noseong Park (Yonsei University, Korea)*; Sang-Wook Kim (Hanyang University, Korea)<\/td><\/tr>
Leveraging Multi-view Inter-passage Interactions for Neural Document Ranking<\/td>Chengzhen Fu (huawei)*; EnRui Hu (ZheJiang University); letian feng (huawei.com); Zhicheng Dou (Remin University of China); Yantao Jia (Huawei Technologies Co., Ltd); Lei Chen (Hong Kong University of Science and Technology); Fan Yu (Huawei Technologies Co. Ltd); zhao cao (Huawei Technologies Co., Ltd)<\/td><\/tr>
Joint Learning of E-commerce Search and Recommendation with A Unified Graph Neural Network<\/td>Kai Zhao (Alibaba Group)*; Yukun Zheng (Alibaba inc.); Tao Zhuang (Alibaba Group); Xiang Li (Alibaba Group); Xiaoyi Zeng (Alibaba Group)<\/td><\/tr>
Improving Session Search by Modeling Multi-Granularity Historical Query Change<\/td>Xiaochen Zuo (Renmin University of China)*; Zhicheng Dou (Remin University of China)<\/td><\/tr>
Multi-Resolution Attention for Personalized Item Search<\/td>Furkan Kocayusufoglu (UC, Santa Barbara)*; Tao Wu (Google Research); Anima Singh (Google); Georgios Roumpos (Google Research); Heng-Tze Cheng (Google Research); Sagar Jain (Google); Ed H. Chi (Google); Ambuj K Singh (UCSB)<\/td><\/tr>
A Sequence-to-Sequence Model for Large-scale Chinese Abbreviation Database Construction<\/td>Chao Wang (Fudan University)*; Jingping Liu (Fudan University); Tianyi Zhuang (Fudan university); Jiahang Li (Fudan University); Juntao Liu (Fudan University); Yanghua Xiao (Fudan University); Wei Wang (” Fudan University, China”); Rui Xie (Meituan)<\/td><\/tr>
Diversified Query Generation Guided by Knowledge Graph<\/td>Xinyao Shen (Fudan University)*; Jiangjie Chen (Fudan University); Jiaze Chen (Bytedance); Chun Zeng (Fudan University); Yanghua Xiao (Fudan University)<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

#2 Web mining (VI)<\/strong><\/p>\n\n\n\n

Paper Title<\/strong><\/td>Authors<\/strong><\/td><\/tr>
Heterogeneous Global Graph Neural Networks for Personalized Session-based Recommendation<\/td>Yitong Pang (Tongji University)*; Lingfei Wu (JD.COM Silicon Valley Research Center); Qi Shen (Tongji University); Yiming Zhang (Tongji University); Zhihua Wei (Tongji University); Fangli Xu (College of William and Mary); Ethan Chang (Middlesex School); Bo Long (JD.com); Jian Pei (Simon Fraser University)<\/td><\/tr>
Uncovering Causal Effects of Online Short Videos on Consumer Behaviors<\/td>Ziqi Tan (Zhejiang University)*; Shengyu Zhang (Zhejiang University); Nuanxin Hong (Zhejiang University); Kun Kuang (Zhejiang University); Yifan Yu (Zhejiang University); Zhou Zhao (Zhejiang University); Jin Yu (Alibaba Group); Hongxia Yang (Alibaba Group); Shiyuan Pan (Zhejiang University); Jingren Zhou (Alibaba Group); Fei Wu (Zhejiang University, China)<\/td><\/tr>
Dy-HIEN: Dynamic Evolution based Deep Hierarchical Intention Network for Membership Prediction<\/td>Zhenyun Hao (Shandong University); Jianing Hao (Shandong University); Zhaohui Peng (Shandong University)*; Senzhang Wang (Central South University); Philip S Yu (UIC); Xue Wang (Shandong University); Jian Wang (Shandong University)<\/td><\/tr>
Towards Unbiased and Robust Causal Ranking for Recommender Systems<\/td>Teng Xiao (Pennsylvania State University)*; Suhang Wang (Pennsylvania State University)<\/td><\/tr>
Community Trend Prediction on Heterogeneous Graph in E-commerce<\/td>Jiahao Yuan (East China Normal University)*; Zhao Li (Alibaba Group); Pengcheng Zou (Alibaba Group); Xuan Gao (Alibaba Group); Jinwei Pan (East China Normal University); Wendi Ji (East China Normal University); Xiaoling Wang (East China Normal University)<\/td><\/tr>
Informed Multi-context Entity Alignment<\/td>KEXUAN XIN (The University of Queensland)*; Zequn Sun (Nanjing University); Wen Hua (The University of Queensland); Wei Hu (Nanjing University); Xiaofang Zhou (The Hong Kong University of Science and Technology)<\/td><\/tr>
Contrastive Meta Learning with Behavior Multiplicity for Recommendation<\/td>Wei Wei (South China University of Technology); Chao Huang (University of Hong Kong)*; Lianghao Xia (South China University of Technology); Yong Xu (South China University of Technology); Jiashu Zhao (Wilfrid Laurier University); Dawei Yin (Baidu)<\/td><\/tr>
Time Masking for Temporal Language Models<\/td>Guy D. Rosin (Technion)*; Ido Guy (eBay); Kira Radinsky (Ebay)<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

#3 Web mining (III)<\/strong><\/p>\n\n\n\n

Paper Title<\/strong><\/td>Authors<\/strong><\/td><\/tr>
Structure Meets Sequences: Predicting Network of Co-evolving Sequences<\/td>Yaojing Wang (NJU)*; Yuan Yao (Nanjing University); Feng Xu (Nanjing University); Yada Zhu (IBM Research); Hanghang Tong (University of Illinois at Urbana-Champaign)<\/td><\/tr>
MonLAD: Money Laundering Agents Detection in Transaction Streams<\/td>Xiaobing Sun (Institute of Computing Technology, CAS, China)*; Wenjie Feng (National University of Singapore ); Shenghua Liu (Institute of Computing Technology, CAS, China); Yuyang Xie (Tsinghua University); Siddharth Bhatia (National University of Singapore); Bryan Hooi (National University of Singapore); Wenhan Wang (Tencent Technology Co. Ltd); Xueqi Cheng (Institute of Computing Technology, Chinese Academy of Sciences)<\/td><\/tr>
Sentiment Analysis of Fashion Related Posts in Social Media<\/td>Yifei Yuan (The Chinese University of Hong Kong)*; Wai Lam (The Chinese University of Hong Kong)<\/td><\/tr>
Learning Transferable Node Representations for Attribute Extraction from Web Documents<\/td>Yichao Zhou (UCLA)*; Ying Sheng (Google); Nguyen Vo (Google); Nick Edmonds (Google); Sandeep Tata (“Google, USA”)<\/td><\/tr>
Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation<\/td>Ruihong Qiu (The University of Queensland)*; Zi Helen Huang (University of Queensland); Hongzhi Yin (The University of Queensland); Zijian Wang (University of Queensland)<\/td><\/tr>
Learning Concept Prerequisite Relations from Educational Data via Multi-Head Attention Variational Graph Auto-Encoders<\/td>Juntao Zhang (Wuhan University)*; nanzhou lin (Wuhan University); Xuelong Zhang (Wuhan University); Wei Song (Wuhan University); Xiandi Yang (Wuhan University); Zhiyong Peng (” Wuhan University, China”)<\/td><\/tr>
CAN: Feature Co-Action Network for Click-Through Rate Prediction<\/td>Weijie Bian (Alibaba Group); Kailun Wu (Alibaba Group); Lejian Ren (Alibaba Group); QI PI (Alibaba Group); Yujing Zhang (Alibaba Group); Can Xiao (Alibaba Group); Xiang-Rong Sheng (Alibaba Group); Yong-Nan Zhu (Alibaba Group)*; Zhangming Chan (Alibaba Group); Na Mou (Alibaba Group); Xinchen Luo (Alibaba Group); SHIMING XIANG (Chinese Academy of Sciences, China); Guorui Zhou (Alibaba Group); Hongbo Deng (Alibaba Group); Xiaoqiang Zhu (Alibaba Group)<\/td><\/tr>
DualDE: Dually Distilling Knowledge Graph Embedding for Faster and Cheaper Reasoning<\/td>Yushan Zhu (Zhejiang University)*; Wen Zhang (Zhejiang University); Mingyang Chen (Zhejiang University); Hui Chen (Alibaba Group); Xu Cheng (Peking University); Wei Zhang (Alibaba Group); Huajun Chen (Zhejiang University)<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

#4 Social Networks \/ Web mining (III)<\/strong><\/p>\n\n\n\n

Paper Title<\/strong><\/td>Authors<\/strong><\/td><\/tr>
Deep Graph-level Anomaly Detection by Glocal Knowledge Distillation<\/td>Rongrong Ma (University of Technology Sydney)*; Guansong Pang (Singapore Management University); Ling Chen (” University of Technology, Sydney, Australia”); Anton van den Hengel (University of Adelaide)<\/td><\/tr>
Attributed Graph Modeling with Vertex Replacement Grammars<\/td>Satyaki Sikdar (University of Notre Dame); Neil Shah (Snap Inc.); Tim Weninger (University of Notre Dame)*<\/td><\/tr>
Interpretable Relation Learning on Heterogeneous Graphs<\/td>Qiang Yang (King Abdullah University of Science and Technology)*; Qiannan Zhang (King Abdullah University of Science and Technology); Chuxu Zhang (Brandeis University); Xiangliang Zhang (University of Notre Dame)<\/td><\/tr>
AngHNE: Representation Learning for Bipartite Heterogeneous Networks with Angular Loss<\/td>Cangqi Zhou (Nanjing University of Science and Technology)*; Hui Chen (Nanjing University of Science and Technology ); Jing Zhang (Nanjing University of Science and Technology); Qianmu Li (Nanjing University of Science and Technology ); Dianming Hu (Sensedeal.ai)<\/td><\/tr>
A Personalized Cross-Platform Post Style Transfer Method Based on Transformer and Bi-Attention Mechanism<\/td>Zhuo Chen (Fudan University)*; Baoxi Liu (Fudan University); Peng Zhang (Fudan University); Tun Lu (Fudan University); Ning Gu (Fudan University)<\/td><\/tr>
GAGE: Geometry Preserving Attributed Graph Embeddings<\/td>Charilaos Kanatsoulis (University of Pennsylvania)*; Nicholas D Sidiropoulos (University of Virginia)<\/td><\/tr>
Reconfiguration Problems on Submodular Functions<\/td>Naoto Ohsaka (NEC Corporation)*; Tatsuya Matsuoka (NEC Corporation)<\/td><\/tr>
Sampling Multiple Nodes in Large Networks: Beyond Random Walks<\/td>Omri Ben-Eliezer (MIT)*; Talya Eden (MIT); Joel Oren (Bosch Center for Artificial Intelligence); Dimitris Fotakis (National Technical University of Athens)<\/td><\/tr>
ComGA:Community-Aware Attributed Graph Anomaly Detection<\/td>xuexiong luo (university)*; Jia Wu (Macquarie University); Amin Beheshti (Macquarie University); Jian Yang (Macquarie University); Xiankun Zhang (Tianjin University of Science and Technology); Yuan Wang (Tianjin University of Science and Technology)<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

#5 Intelligent Assistant (II)<\/strong><\/p>\n\n\n\n

Paper Title<\/strong><\/td>Authors<\/strong><\/td><\/tr>
External Evaluation of Ranking Models under Extreme Position-Bias<\/td>Yaron Fairstein (Technion); Elad Haramaty (Amazon); Arnon Lazerson (Amazon)*; Liane Lewin-Eytan (Amazon)<\/td><\/tr>
Evaluating Mixed-initiative Conversational Search Systems via User Simulation<\/td>Ivan Sekulic (USI); Mohammad Aliannejadi (University of Amsterdam)*; Fabio Crestani (Universita della Svizzera italiana)<\/td><\/tr>
Hierarchical Imitation Learning via Subgoal Representation Learning for Dynamic Treatment Recommendation<\/td>Lu Wang (East China Normal University)*; Ruiming Tang (Huawei Noah’s Ark Lab); Xiaofeng He (ECNU); Xiuqiang He (Huawei Noah\u2019s Ark Lab)<\/td><\/tr>
Speaker and Time-aware Joint Contextual Learning for Dialogue-act Classification in Counselling Conversations<\/td>Ganeshan Malhotra (Lcs2); Abdul Waheed (Maharaja Agrasen Institute of Technology, New Delhi); ASEEM SRIVASTAVVA (IIIT Delhi)*; Md Shad Akhtar (IIIT Delhi); Tanmoy Chakraborty (Indraprastha Institute of Information Technology Delhi (IIIT-D),India )<\/td><\/tr>
C2-CRS: Coarse-to-Fine Contrastive Learning for Conversational Recommender System<\/td>Yuanhang Zhou (Renmin University of China)*; Kun Zhou (Renmin University of China); Wayne Xin Zhao (Renmin University of China); Cheng Wang (Kuaishou Inc); Peng Jiang (Kuaishou Inc.); He Hu (Renmin University of China)<\/td><\/tr>
Harvesting More Answer Spans from Paragraph beyond Annotation<\/td>Qiaoben Bao (Fudan University); Jiangjie Chen (Fudan University); Linfang Liu (Fudan University); Jingping Liu (Fudan University); Jiaqing Liang (Fudan University); Yanghua Xiao (Fudan University)*<\/td><\/tr>
Learning Multi-granularity Consecutive User Intent Unit for Session-based Recommendation<\/td>Jiayan Guo (Peking University)*; Yaming Yang (MSRA); Xiangchen Song (Carnegie Mellon University); Yuan Zhang (Peking University); Yujing Wang (MSRA); Jing Bai (Microsoft); Yan Zhang (Peking University)<\/td><\/tr>
Pretraining Multi-modal Representations for Chinese NER Task with Cross-Modality Attention<\/td>Chengcheng Mai (Nanjing University)*; Mengchuan Qiu (Nanjing University); Kaiwen Luo (Nanjing University); ziyan peng (Nanjing University); Liu Jian (Nanjing University); Chunfeng Yuan (Nanjing University); Yihua Huang (Nanjing University)<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

#6 Privacy (II)<\/strong><\/p>\n\n\n\n

Paper Title<\/strong><\/td>Authors<\/strong><\/td><\/tr>
Causal Mediation Analysis with Hidden Confounders<\/td>Lu Cheng (Arizona State University)*; Ruocheng Guo (City University of Hong Kong); Huan Liu (Arizona State University)<\/td><\/tr>
Enumerating Fair Packages for Group Recommendations<\/td>Ryoma Sato (Kyoto University)*<\/td><\/tr>
k-Clustering with Fair Outliers<\/td>Matteo Almanza (Sapienza University)*; Alessandro Epasto (Google); Alessandro Panconesi (Sapienza, University of Rome); Giuseppe Re (Sapienza University of Rome)<\/td><\/tr>
Differentially Private Ensemble Classifiers for Data Streams<\/td>Lovedeep Singh Gondara (Simon Fraser University)*; Ke Wang (SFU); Ricardo Silva Carvalho (Simon Fraser University)<\/td><\/tr>
A Cooperative-Competitive Multi-Agent Framework for Auto-bidding in Online Advertising<\/td>Chao Wen (Nanjing University of Aeronautics and Astronautics)*; Miao Xu (Alibaba Group); Zhilin Zhang (Alibaba Group); ZHENZHE ZHENG (Shanghai Jiao Tong University); Yuhui Wang (Nanjing University of Aeronautics and Astronautics, China); Xiangyu Liu (Alibaba Group); Yu Rong (Alibaba Group); Dong Xie (Alibaba Group); Xiaoyang Tan (Nanjing University of Aeronautics and Astronautics, China); Chuan Yu (Alibaba Group); Jian Xu (Alibaba Group); Fan Wu (Shanghai Jiao Tong University); Guihai Chen (Shanghai Jiao Tong University); Xiaoqiang Zhu (Alibaba Group); Bo Zheng (Alibaba Group)<\/td><\/tr>
Fighting Mainstream Bias in Recommender Systems via Local Fine Tuning<\/td>Ziwei Zhu (Texas A&M University)*; James Caverlee (Texas A&M University)<\/td><\/tr>
Reinforcement Learning over Sentiment-Augmented Knowledge Graphs towards Accurate and Explainable Recommendation<\/td>Sung-Jun Park (Hanyang University); Dong-Kyu Chae (Hanyang University); Hong-Kyun Bae (Hanyang University); Sumin Park (Hanyang University); Sang-Wook Kim (Hanyang University, Korea)*<\/td><\/tr>
The Datasets Dilemma: How Much Do We Really Know About Recommendation Datasets?<\/td>Jin Yao Chin (Nanyang Technological University)*; Yile Chen (Nanyang Technological University); Gao Cong (Nanyang Technological Univesity)<\/td><\/tr><\/tbody><\/table><\/figure>\n","protected":false},"excerpt":{"rendered":"

#1 Web mining \/ Web Search (IV) Paper Title Authors Leaving No One Behind: A Multi-Scenario Multi-Task Meta Learning Approach for Advertiser Modeling qianqian zhang (Alibaba)*; Xinru Liao (Alibaba Group); Quan Liu (Alibaba Group); Jian Xu (Alibaba Group); Bo Zheng (Alibaba Group) Beyond NED: Fast and Effective Search Space Reduction for Complex Question Answering over … <\/p>\n","protected":false},"author":1,"featured_media":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","mp-event_category":[],"mp-event_tag":[],"class_list":["post-1220","mp-event","type-mp-event","status-publish","hentry","latest_post","mp-event-item"],"_links":{"self":[{"href":"https:\/\/www.wsdm-conference.org\/2022\/wp-json\/wp\/v2\/mp-event\/1220","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wsdm-conference.org\/2022\/wp-json\/wp\/v2\/mp-event"}],"about":[{"href":"https:\/\/www.wsdm-conference.org\/2022\/wp-json\/wp\/v2\/types\/mp-event"}],"author":[{"embeddable":true,"href":"https:\/\/www.wsdm-conference.org\/2022\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wsdm-conference.org\/2022\/wp-json\/wp\/v2\/comments?post=1220"}],"wp:attachment":[{"href":"https:\/\/www.wsdm-conference.org\/2022\/wp-json\/wp\/v2\/media?parent=1220"}],"wp:term":[{"taxonomy":"mp-event_category","embeddable":true,"href":"https:\/\/www.wsdm-conference.org\/2022\/wp-json\/wp\/v2\/mp-event_category?post=1220"},{"taxonomy":"mp-event_tag","embeddable":true,"href":"https:\/\/www.wsdm-conference.org\/2022\/wp-json\/wp\/v2\/mp-event_tag?post=1220"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}