wsdm2022.md

WSDM2022 Paper List

论文	作者	组织	摘要	翻译	代码	引用数
Contrastive Meta Learning with Behavior Multiplicity for Recommendation	Wei Wei, Chao Huang, Lianghao Xia, Yong Xu, Jiashu Zhao, Dawei Yin				code	29
Heterogeneous Global Graph Neural Networks for Personalized Session-based Recommendation	Yitong Pang, Lingfei Wu, Qi Shen, Yiming Zhang, Zhihua Wei, Fangli Xu, Ethan Chang, Bo Long, Jian Pei				code	24
Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation	Ruihong Qiu, Zi Huang, Hongzhi Yin, Zijian Wang				code	23
Graph Neural Networks for Recommender System	Chen Gao, Xiang Wang, Xiangnan He, Yong Li				code	22
Personalized Transfer of User Preferences for Cross-domain Recommendation	Yongchun Zhu, Zhenwei Tang, Yudan Liu, Fuzhen Zhuang, Ruobing Xie, Xu Zhang, Leyu Lin, Qing He				code	19
Modeling Scale-free Graphs with Hyperbolic Geometry for Knowledge-aware Recommendation	Yankai Chen, Menglin Yang, Yingxue Zhang, Mengchen Zhao, Ziqiao Meng, Jianye Hao, Irwin King				code	13
Learning Multi-granularity Consecutive User Intent Unit for Session-based Recommendation	Jiayan Guo, Yaming Yang, Xiangchen Song, Yuan Zhang, Yujing Wang, Jing Bai, Yan Zhang				code	11
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval	Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma				code	10
Towards Robust Graph Neural Networks for Noisy Graphs with Sparse Labels	Enyan Dai, Wei Jin, Hui Liu, Suhang Wang				code	9
Linear, or Non-Linear, That is the Question!	Taeyong Kong, Taeri Kim, Jinsung Jeon, Jeongwhan Choi, YeonChang Lee, Noseong Park, SangWook Kim				code	9
Evaluating Mixed-initiative Conversational Search Systems via User Simulation	Ivan Sekulic, Mohammad Aliannejadi, Fabio Crestani				code	8
RecGURU: Adversarial Learning of Generalized User Representations for Cross-Domain Recommendation	Chenglin Li, Mingjun Zhao, Huanming Zhang, Chenyun Yu, Lei Cheng, Guoqiang Shu, Beibei Kong, Di Niu				code	8
PipAttack: Poisoning Federated Recommender Systems for Manipulating Item Promotion	Shijie Zhang, Hongzhi Yin, Tong Chen, Zi Huang, Quoc Viet Hung Nguyen, Lizhen Cui				code	8
Graph Collaborative Reasoning	Hanxiong Chen, Yunqi Li, Shaoyun Shi, Shuchang Liu, He Zhu, Yongfeng Zhang				code	8
CAN: Feature Co-Action Network for Click-Through Rate Prediction	Weijie Bian, Kailun Wu, Lejian Ren, Qi Pi, Yujing Zhang, Can Xiao, XiangRong Sheng, YongNan Zhu, Zhangming Chan, Na Mou, Xinchen Luo, Shiming Xiang, Guorui Zhou, Xiaoqiang Zhu, Hongbo Deng				code	7
Doubly Robust Off-Policy Evaluation for Ranking Policies under the Cascade Behavior Model	Haruka Kiyohara, Yuta Saito, Tatsuya Matsuhiro, Yusuke Narita, Nobuyuki Shimizu, Yasuo Yamamoto				code	7
Long Short-Term Temporal Meta-learning in Online Recommendation	Ruobing Xie, Yalong Wang, Rui Wang, Yuanfu Lu, Yuanhang Zou, Feng Xia, Leyu Lin				code	7
Reinforcement Learning over Sentiment-Augmented Knowledge Graphs towards Accurate and Explainable Recommendation	SungJun Park, DongKyu Chae, HongKyun Bae, Sumin Park, SangWook Kim				code	7
Deep Graph-level Anomaly Detection by Glocal Knowledge Distillation	Rongrong Ma, Guansong Pang, Ling Chen, Anton van den Hengel				code	7
MAVE: A Product Dataset for Multi-source Attribute Value Extraction	Li Yang, Qifan Wang, Zac Yu, Anand Kulkarni, Sumit Sanghai, Bin Shu, Jon Elsas, Bhargav Kanagal				code	7
KGNN: Harnessing Kernel-based Networks for Semi-supervised Graph Classification	Wei Ju, Junwei Yang, Meng Qu, Weiping Song, Jianhao Shen, Ming Zhang				code	7
EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs	Namyong Park, Fuchen Liu, Purvanshi Mehta, Dana Cristofor, Christos Faloutsos, Yuxiao Dong				code	7
Graph Few-shot Class-incremental Learning	Zhen Tan, Kaize Ding, Ruocheng Guo, Huan Liu				code	7
Few-shot Link Prediction in Dynamic Networks	Cheng Yang, Chunchen Wang, Yuanfu Lu, Xumeng Gong, Chuan Shi, Wei Wang, Xu Zhang				code	7
Choosing the Best of Both Worlds: Diverse and Novel Recommendations through Multi-Objective Reinforcement Learning	Dusan Stamenkovic, Alexandros Karatzoglou, Ioannis Arapakis, Xin Xin, Kleomenis Katevas				code	6
Toward Pareto Efficient Fairness-Utility Trade-off in Recommendation through Reinforcement Learning	Yingqiang Ge, Xiaoting Zhao, Lucia Yu, Saurabh Paul, Diane Hu, ChuCheng Hsieh, Yongfeng Zhang				code	6
Profiling the Design Space for Graph Neural Networks based Collaborative Filtering	Zhenyi Wang, Huan Zhao, Chuan Shi				code	6
MAF: A General Matching and Alignment Framework for Multimodal Named Entity Recognition	Bo Xu, Shizhou Huang, Chaofeng Sha, Hongya Wang				code	6
Multi-Scale Variational Graph AutoEncoder for Link Prediction	Zhihao Guo, Feng Wang, Kaixuan Yao, Jiye Liang, Zhiqiang Wang				code	6
Fair-SRS: A Fair Session-based Recommendation System	Naime Ranjbar Kermany, Jian Yang, Jia Wu, Luiz Pizzato				code	5
Improving Knowledge Tracing with Collaborative Information	Ting Long, Jiarui Qin, Jian Shen, Weinan Zhang, Wei Xia, Ruiming Tang, Xiuqiang He, Yong Yu				code	5
Understanding and Mitigating the Effect of Outliers in Fair Ranking	Fatemeh Sarvi, Maria Heuss, Mohammad Aliannejadi, Sebastian Schelter, Maarten de Rijke				code	5
MonLAD: Money Laundering Agents Detection in Transaction Streams	Xiaobing Sun, Wenjie Feng, Shenghua Liu, Yuyang Xie, Siddharth Bhatia, Bryan Hooi, Wenhan Wang, Xueqi Cheng				code	5
Efficient Graph Convolution for Joint Node Representation Learning and Clustering	Chakib Fettal, Lazhar Labiod, Mohamed Nadif				code	5
ComGA: Community-Aware Attributed Graph Anomaly Detection	Xuexiong Luo, Jia Wu, Amin Beheshti, Jian Yang, Xiankun Zhang, Yuan Wang, Shan Xue				code	5
Bringing Your Own View: Graph Contrastive Learning without Prefabricated Data Augmentations	Yuning You, Tianlong Chen, Zhangyang Wang, Yang Shen				code	5
Directed Network Embedding with Virtual Negative Edges	Hyunsik Yoo, YeonChang Lee, Kijung Shin, SangWook Kim				code	4
C²-CRS: Coarse-to-Fine Contrastive Learning for Conversational Recommender System	Yuanhang Zhou, Kun Zhou, Wayne Xin Zhao, Cheng Wang, Peng Jiang, He Hu				code	4
S-Walk: Accurate and Scalable Session-based Recommendation with Random Walks	Minjin Choi, Jinhong Kim, Joonseok Lee, Hyunjung Shim, Jongwuk Lee				code	4
Speaker and Time-aware Joint Contextual Learning for Dialogue-act Classification in Counselling Conversations	Ganeshan Malhotra, Abdul Waheed, Aseem Srivastava, Md. Shad Akhtar, Tanmoy Chakraborty				code	4
Enumerating Fair Packages for Group Recommendations	Ryoma Sato				code	4
Retrieving Black-box Optimal Images from External Databases	Ryoma Sato				code	4
Supervised Advantage Actor-Critic for Recommender Systems	Xin Xin, Alexandros Karatzoglou, Ioannis Arapakis, Joemon M. Jose				code	4
Towards Understanding and Answering Comparative Questions	Alexander Bondarenko, Yamen Ajjour, Valentin Dittmar, Niklas Homann, Pavel Braslavski, Matthias Hagen				code	4
Knowledge Enhanced Sports Game Summarization	Jiaan Wang, Zhixu Li, Tingyi Zhang, Duo Zheng, Jianfeng Qu, An Liu, Lei Zhao, Zhigang Chen				code	4
A Neighborhood-Attention Fine-grained Entity Typing for Knowledge Graph Completion	Jianhuan Zhuo, Qiannan Zhu, Yinliang Yue, Yuhong Zhao, Weisi Han				code	4
Towards Unbiased and Robust Causal Ranking for Recommender Systems	Teng Xiao, Suhang Wang				code	3
Multi-Sparse-Domain Collaborative Recommendation via Enhanced Comprehensive Aspect Preference Learning	Xiaoyun Zhao, Ning Yang, Philip S. Yu				code	3
Improving Session Search by Modeling Multi-Granularity Historical Query Change	Xiaochen Zuo, Zhicheng Dou, JiRong Wen				code	3
It Is Different When Items Are Older: Debiasing Recommendations When Selection Bias and User Preferences Are Dynamic	Jin Huang, Harrie Oosterhuis, Maarten de Rijke				code	3
Fast Semantic Matching via Flexible Contextualized Interaction	Wenwen Ye, Yiding Liu, Lixin Zou, Hengyi Cai, Suqi Cheng, Shuaiqiang Wang, Dawei Yin				code	3
Introducing the Expohedron for Efficient Pareto-optimal Fairness-Utility Amortizations in Repeated Rankings	Till Kletti, JeanMichel Renders, Patrick Loiseau				code	3
Scalable Graph Topology Learning via Spectral Densification	Yongyu Wang, Zhiqiang Zhao, Zhuo Feng				code	3
Web Search via an Efficient and Effective Brain-Machine Interface	Xuesong Chen, Ziyi Ye, Xiaohui Xie, Yiqun Liu, Xiaorong Gao, Weihang Su, Shuqi Zhu, Yike Sun, Min Zhang, Shaoping Ma				code	3
Aligning the Research and Practice of Building Search Applications: Elasticsearch and Pyserini	Josh Devins, Julie Tibshirani, Jimmy Lin				code	3
RGRecSys: A Toolkit for Robustness Evaluation of Recommender Systems	Zohreh Ovaisi, Shelby Heinecke, Jia Li, Yongfeng Zhang, Elena Zheleva, Caiming Xiong				code	3
Towards Fair Classifiers Without Sensitive Attributes: Exploring Biases in Related Features	Tianxiang Zhao, Enyan Dai, Kai Shu, Suhang Wang				code	3
A Simple but Effective Bidirectional Framework for Relational Triple Extraction	Feiliang Ren, Longhui Zhang, Xiaofeng Zhao, Shujuan Yin, Shilei Liu, Bochao Li				code	3
ST-GSP: Spatial-Temporal Global Semantic Representation Learning for Urban Flow Prediction	Liang Zhao, Min Gao, Zongwei Wang				code	3
Fair Graph Representation Learning with Imbalanced and Biased Data	Yu Wang				code	3
Outside In: Market-aware Heterogeneous Graph Neural Network for Employee Turnover Prediction	Jinquan Hang, Zheng Dong, Hongke Zhao, Xin Song, Peng Wang, Hengshu Zhu				code	3
Surrogate Representation Learning with Isometric Mapping for Gray-box Graph Adversarial Attacks	Zihan Liu, Yun Luo, Zelin Zang, Stan Z. Li				code	3
Learning Fair Node Representations with Graph Counterfactual Fairness	Jing Ma, Ruocheng Guo, Mengting Wan, Longqi Yang, Aidong Zhang, Jundong Li				code	3
Time Masking for Temporal Language Models	Guy D. Rosin, Ido Guy, Kira Radinsky				code	3
Identifying Cost-effective Debunkers for Multi-stage Fake News Mitigation Campaigns	Xiaofei Xu, Ke Deng, Xiuzhen Zhang				code	3
MotifClass: Weakly Supervised Text Classification with Higher-order Metadata Information	Yu Zhang, Shweta Garg, Yu Meng, Xiusi Chen, Jiawei Han				code	3
A Counterfactual Modeling Framework for Churn Prediction	Guozhen Zhang, Jinwei Zeng, Zhengyue Zhao, Depeng Jin, Yong Li				code	3
Node Co-occurrence based Graph Neural Networks for Knowledge Graph Link Prediction	Dai Quoc Nguyen, Vinh Tong, Dinh Q. Phung, Dat Quoc Nguyen				code	3
Sequential Modeling with Multiple Attributes for Watchlist Recommendation in E-Commerce	Uriel Singer, Haggai Roitman, Yotam Eshel, Alexander Nus, Ido Guy, Or Levi, Idan Hasson, Eliyahu Kiperwasser				code	2
Joint Learning of E-commerce Search and Recommendation with a Unified Graph Neural Network	Kai Zhao, Yukun Zheng, Tao Zhuang, Xiang Li, Xiaoyi Zeng				code	2
Triangle Graph Interest Network for Click-through Rate Prediction	Wensen Jiang, Yizhu Jiao, Qingqin Wang, Chuanming Liang, Lijie Guo, Yao Zhang, Zhijun Sun, Yun Xiong, Yangyong Zhu				code	2
Personalized Information Retrieval for Touristic Attractions in Augmented Reality	Felix Yang, Saikishore Kalloori, Ribin Chalumattu, Markus Gross				code	2
ANTHEM: Attentive Hyperbolic Entity Model for Product Search	Nurendra Choudhary, Nikhil Rao, Sumeet Katariya, Karthik Subbian, Chandan K. Reddy				code	2
Deep-QPP: A Pairwise Interaction-based Deep Learning Model for Supervised Query Performance Prediction	Suchana Datta, Debasis Ganguly, Derek Greene, Mandar Mitra				code	2
On Sampling Collaborative Filtering Datasets	Noveen Sachdeva, CaroleJean Wu, Julian J. McAuley				code	2
DAME: Domain Adaptation for Matching Entities	Mohamed Trabelsi, Jeff Heflin, Jin Cao				code	2
The Datasets Dilemma: How Much Do We Really Know About Recommendation Datasets?	Jin Yao Chin, Yile Chen, Gao Cong				code	2
Efficient Two-stage Label Noise Reduction for Retrieval-based Tasks	Mengmeng Kuang, Weiyan Wang, Zhenhong Chen, Lie Kang, Qiang Yan				code	2
Hierarchical Imitation Learning via Subgoal Representation Learning for Dynamic Treatment Recommendation	Lu Wang, Ruiming Tang, Xiaofeng He, Xiuqiang He				code	2
ConsistSum: Unsupervised Opinion Summarization with the Consistency of Aspect, Sentiment and Semantic	Wenjun Ke, Jinhua Gao, Huawei Shen, Xueqi Cheng				code	2
Robust Graph Learning for Misbehavior Detection	Yingtong Dou				code	2
Ethical Challenges in AI	Ricardo BaezaYates				code	2
Predicting Human Mobility via Graph Convolutional Dual-attentive Networks	Weizhen Dang, Haibo Wang, Shirui Pan, Pei Zhang, Chuan Zhou, Xin Chen, Jilong Wang				code	2
Semi-supervised Stance Detection of Tweets Via Distant Network Supervision	Subhabrata Dutta, Samiya Caur, Soumen Chakrabarti, Tanmoy Chakraborty				code	2
How Do You Test a Test?: A Multifaceted Examination of Significance Tests	Nicola Ferro, Mark Sanderson				code	2
An Ensemble Model for Combating Label Noise	Yangdi Lu, Yang Bo, Wenbo He				code	2
Using Conjunctions for Faster Disjunctive Top-k Queries	Michal Siedlaczek, Antonio Mallia, Torsten Suel				code	2
Crowdsourcing-based Multi-Device Communication Cooperation for Mobile High-Quality Video Enhancement	Xiaotong Wu, Lianyong Qi, Xiaolong Xu, Shui Yu, Wanchun Dou, Xuyun Zhang				code	2
Improving the Applicability of Knowledge-Enhanced Dialogue Generation Systems by Using Heterogeneous Knowledge from Multiple Sources	Sixing Wu, Minghui Wang, Ying Li, Dawei Zhang, Zhonghai Wu				code	2
Informed Multi-context Entity Alignment	Kexuan Xin, Zequn Sun, Wen Hua, Wei Hu, Xiaofang Zhou				code	2
Learning Transferable Node Representations for Attribute Extraction from Web Documents	Yichao Zhou, Ying Sheng, Nguyen Vo, Nick Edmonds, Sandeep Tata				code	2
Automating ETL and Mining of Ethereum Blockchain Network	Voon Hou Su, Sourav Sen Gupta, Arijit Khan				code	2
Crowd_Frame: A Simple and Complete Framework to Deploy Complex Crowdsourcing Tasks Off-the-shelf	Michael Soprano, Kevin Roitero, Francesco Bombassei De Bona, Stefano Mizzaro				code	2
Modeling Users' Contextualized Page-wise Feedback for Click-Through Rate Prediction in E-commerce Search	Zhifang Fan, Dan Ou, Yulong Gu, Bairan Fu, Xiang Li, Wentian Bao, XinYu Dai, Xiaoyi Zeng, Tao Zhuang, Qingwen Liu				code	1
Learning Relevant Questions for Conversational Product Search using Deep Reinforcement Learning	Ali Montazeralghaem, James Allan				code	1
A Cooperative Neural Information Retrieval Pipeline with Knowledge Enhanced Automatic Query Reformulation	Xiangsheng Li, Jiaxin Mao, Weizhi Ma, Zhijing Wu, Yiqun Liu, Min Zhang, Shaoping Ma, Zhaowei Wang, Xiuqiang He				code	1
Personalized Long-distance Fuel-efficient Route Recommendation Through Historical Trajectories Mining	Zhan Wang, Zhaohui Peng, Senzhang Wang, Qiao Song				code	1
Lightweight Composite Re-Ranking for Efficient Keyword Search with BERT	Yingrui Yang, Yifan Qiao, Jinjin Shao, Xifeng Yan, Tao Yang				code	1
Fighting Mainstream Bias in Recommender Systems via Local Fine Tuning	Ziwei Zhu, James Caverlee				code	1
VAE++: Variational AutoEncoder for Heterogeneous One-Class Collaborative Filtering	Wanqi Ma, Xiancong Chen, Weike Pan, Zhong Ming				code	1
GraSP: Optimizing Graph-based Nearest Neighbor Search with Subgraph Sampling and Pruning	Minjia Zhang, Wenhan Wang, Yuxiong He				code	1
Beyond NED: Fast and Effective Search Space Reduction for Complex Question Answering over Knowledge Bases	Philipp Christmann, Rishiraj Saha Roy, Gerhard Weikum				code	1
Understanding and Improvement of Adversarial Training for Network Embedding from an Optimization Perspective	Lun Du, Xu Chen, Fei Gao, Qiang Fu, Kunqing Xie, Shi Han, Dongmei Zhang				code	1
POLE: Polarized Embedding for Signed Networks	Zexi Huang, Arlei Silva, Ambuj K. Singh				code	1
GAGE: Geometry Preserving Attributed Graph Embeddings	Charilaos I. Kanatsoulis, Nicholas D. Sidiropoulos				code	1
Collaborative Curating for Discovery and Expansion of Visual Clusters	Dung D. Le, Hady W. Lauw				code	1
Diversified Subgraph Query Generation with Group Fairness	Hanchao Ma, Sheng Guan, Christopher Toomey, Yinghui Wu				code	1
MTLTS: A Multi-Task Framework To Obtain Trustworthy Summaries From Crisis-Related Microblogs	Rajdeep Mukherjee, Uppada Vishnu, Hari Chandana Peruri, Sourangshu Bhattacharya, Koustav Rudra, Pawan Goyal, Niloy Ganguly				code	1
Diversified Query Generation Guided by Knowledge Graph	Xinyao Shen, Jiangjie Chen, Jiaze Chen, Chun Zeng, Yanghua Xiao				code	1
Efficient Reachability Query with Extreme Labeling Filter	Zhixiang Su, Di Wang, Xiaofeng Zhang, Lizhen Cui, Chunyan Miao				code	1
Leaving No One Behind: A Multi-Scenario Multi-Task Meta Learning Approach for Advertiser Modeling	Qianqian Zhang, Xinru Liao, Quan Liu, Jian Xu, Bo Zheng				code	1
Near Real Time AI Personalization for Notifications at LinkedIn	Ajith Muralidharan				code	1
Half-Day Tutorial on Combating Online Hate Speech: The Role of Content, Networks, Psychology, User Behavior, etc	Sarah Masud, Pinkesh Pinkesh, Amitava Das, Manish Gupta, Preslav Nakov, Tanmoy Chakraborty				code	1
Estimating Causal Effects of Multi-Aspect Online Reviews with Multi-Modal Proxies	Lu Cheng, Ruocheng Guo, Huan Liu				code	1
Variational User Modeling with Slow and Fast Features	Ghazal Fazelnia, Eric Simon, Ian Anderson, Benjamin A. Carterette, Mounia Lalmas				code	1
Sampling Multiple Nodes in Large Networks: Beyond Random Walks	Omri BenEliezer, Talya Eden, Joel Oren, Dimitris Fotakis				code	1
AdaptKT: A Domain Adaptable Method for Knowledge Tracing	Song Cheng, Qi Liu, Enhong Chen, Kai Zhang, Zhenya Huang, Yu Yin, Xiaoqing Huang, Yu Su				code	1
Combinatorial Bandits under Strategic Manipulations	Jing Dong, Ke Li, Shuai Li, Baoxiang Wang				code	1
Differentially Private Ensemble Classifiers for Data Streams	Lovedeep Gondara, Ke Wang, Ricardo Silva Carvalho				code	1
Dy-HIEN: Dynamic Evolution based Deep Hierarchical Intention Network for Membership Prediction	Zhenyun Hao, Jianing Hao, Zhaohui Peng, Senzhang Wang, Philip S. Yu, Xue Wang, Jian Wang				code	1
Unsupervised Cross-Domain Adaptation for Response Selection Using Self-Supervised and Adversarial Training	Jia Li, Chongyang Tao, Huang Hu, Can Xu, Yining Chen, Daxin Jiang				code	1
A Sequence-to-Sequence Model for Large-scale Chinese Abbreviation Database Construction	Chao Wang, Jingping Liu, Tianyi Zhuang, Jiahang Li, Juntao Liu, Yanghua Xiao, Wei Wang, Rui Xie				code	1
Learning Concept Prerequisite Relations from Educational Data via Multi-Head Attention Variational Graph Auto-Encoders	Juntao Zhang, Nanzhou Lin, Xuelong Zhang, Wei Song, Xiandi Yang, Zhiyong Peng				code	1
PrivacyCheck v3: Empowering Users with Higher-Level Understanding of Privacy Policies	Razieh Nokhbeh Zaeem, Ahmad Ahbab, Josh Bestor, Hussam H. Djadi, Sunny Kharel, Victor Lai, Nick Wang, K. Suzanne Barber				code	1
Fact-Checking, Fake News, Propaganda, Media Bias, and the COVID-19 Infodemic	Preslav Nakov, Giovanni Da San Martino, Firoj Alam				code	1
A Practical Guide to Robust Multimodal Machine Learning and Its Application in Education	Zitao Liu				code	1
k-Clustering with Fair Outliers	Matteo Almanza, Alessandro Epasto, Alessandro Panconesi, Giuseppe Re				code	1
Wikipedia Reader Navigation: When Synthetic Data Is Enough	Akhil Arora, Martin Gerlach, Tiziano Piccardi, Alberto GarcíaDurán, Robert West				code	1
Causal Mediation Analysis with Hidden Confounders	Lu Cheng, Ruocheng Guo, Huan Liu				code	1
An Adaptive Unified Allocation Framework for Guaranteed Display Advertising	Xiao Cheng, Chuanren Liu, Liang Dai, Peng Zhang, Zhen Fang, Zhonglin Zu				code	1
HeteroQA: Learning towards Question-and-Answering through Multiple Information Sources via Heterogeneous Graph Modeling	Shen Gao, Yuchi Zhang, Yongliang Wang, Yang Dong, Xiuying Chen, Dongyan Zhao, Rui Yan				code	1
An Unsupervised Detection Framework for Chinese Jargons in the Darknet	Liang Ke, Xinyu Chen, Haizhou Wang				code	1
Ada-GNN: Adapting to Local Patterns for Improving Graph Neural Networks	Zihan Luo, Jianxun Lian, Hong Huang, Hai Jin, Xing Xie				code	1
RLMob: Deep Reinforcement Learning for Successive Mobility Prediction	Ziyan Luo, Congcong Miao				code	1
Adversarial Attack on Graph Neural Networks as An Influence Maximization Problem	Jiaqi Ma, Junwei Deng, Qiaozhu Mei				code	1
Pretraining Multi-modal Representations for Chinese NER Task with Cross-Modality Attention	Chengcheng Mai, Mengchuan Qiu, Kaiwen Luo, Ziyan Peng, Jian Liu, Chunfeng Yuan, Yihua Huang				code	1
A New Class of Polynomial Activation Functions of Deep Learning for Precipitation Forecasting	Jiachuan Wang, Lei Chen, Charles Wang Wai Ng				code	1
Interpretable Relation Learning on Heterogeneous Graphs	Qiang Yang, Qiannan Zhang, Chuxu Zhang, Xiangliang Zhang				code	1
Sentiment Analysis of Fashion Related Posts in Social Media	Yifei Yuan, Wai Lam				code	1
Geometric Inductive Matrix Completion: A Hyperbolic Approach with Unified Message Passing	Chengkun Zhang, Hongxu Chen, Sixiao Zhang, Guandong Xu, Junbin Gao				code	1
ESC-GAN: Extending Spatial Coverage of Physical Sensors	Xiyuan Zhang, Ranak Roy Chowdhury, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong				code	1
CMT-Net: A Mutual Transition Aware Framework for Taxicab Pick-ups and Drop-offs Co-Prediction	Yudong Zhang, Binwu Wang, Ziyang Shan, Zhengyang Zhou, Yang Wang				code	1
GNNs for Node Clustering in Signed and Directed Networks	Yixuan He				code	1
Quality Assurance of a German COVID-19 Question Answering Systems using Component-based Microbenchmarking	Andreas Both, Paul Heinze, Aleksandr Perevalov, Johannes Richard Bartsch, Rostislav Iudin, Johannes Rudolf Herkner, Tim Schrader, Jonas Wunsch, René Gürth, Ann Kristin Falkenhain				code	1
Graph Minimally-supervised Learning	Kaize Ding, Jundong Li, Nitesh V. Chawla, Huan Liu				code	1
A Tutorial on Stance Detection	Dilek Küçük, Fazli Can				code	1
Mining Frequent Patterns on Knowledge Graphs	Lalla Mouatadid				code	1
A GNN-based Multi-task Learning Framework for Personalized Video Search	Li Zhang, Lei Shi, Jiashu Zhao, Juan Yang, Tianshu Lyu, Dawei Yin, Haiping Lu				code	0
Show Me the Whole World: Towards Entire Item Space Exploration for Interactive Personalized Recommendations	Yu Song, Shuai Sun, Jianxun Lian, Hong Huang, Yu Li, Hai Jin, Xing Xie				code	0
Improving Personalized Search with Dual-Feedback Network	Chenlong Deng, Yujia Zhou, Zhicheng Dou				code	0
Multi-Resolution Attention for Personalized Item Search	Furkan Kocayusufoglu, Tao Wu, Anima Singh, Georgios Roumpos, HengTze Cheng, Sagar Jain, Ed H. Chi, Ambuj K. Singh				code	0
Differential Query Semantic Analysis: Discovery of Explicit Interpretable Knowledge from E-Com Search Logs	Sahiti Labhishetty, ChengXiang Zhai, Min Xie, Lin Gong, Rahul Sharnagat, Satya Chembolu				code	0
Learning-To-Ensemble by Contextual Rank Aggregation in E-Commerce	Xuesi Wang, Guangda Huzhang, Qianying Lin, Qing Da				code	0
MtCut: A Multi-Task Framework for Ranked List Truncation	Dong Wang, Jianxin Li, Tianchen Zhu, Haoyi Zhou, Qishan Zhu, Yuxin Wen, Hongming Piao				code	0
Search and Discovery in Personal Email Collections	Michael Bendersky, Xuanhui Wang, Marc Najork, Donald Metzler				code	0
Rethink e-Commerce Search	Haixun Wang				code	0
'It's on the tip of my tongue': A new Dataset for Known-Item Retrieval	Samarth Bhargav, Georgios Sidiropoulos, Evangelos Kanoulas				code	0
External Evaluation of Ranking Models under Extreme Position-Bias	Yaron Fairstein, Elad Haramaty, Arnon Lazerson, Liane LewinEytan				code	0
Scope-aware Re-ranking with Gated Attention in Feed	Hao Qian, Qintong Wu, Kai Zhang, Zhiqiang Zhang, Lihong Gu, Xiaodong Zeng, Jun Zhou, Jinjie Gu				code	0
DualDE: Dually Distilling Knowledge Graph Embedding for Faster and Cheaper Reasoning	Yushan Zhu, Wen Zhang, Mingyang Chen, Hui Chen, Xu Cheng, Wei Zhang, Huajun Chen				code	0
Exploration in Recommender Systems	Minmin Chen				code	0
Graph Neural Network Research at AWS AI	George Karypis				code	0
A Personalized Cross-Platform Post Style Transfer Method Based on Transformer and Bi-Attention Mechanism	Zhuo Chen, Baoxi Liu, Peng Zhang, Tun Lu, Hansu Gu, Ning Gu				code	0
Leveraging Multi-view Inter-passage Interactions for Neural Document Ranking	Chengzhen Fu, Enrui Hu, Letian Feng, Zhicheng Dou, Yantao Jia, Lei Chen, Fan Yu, Zhao Cao				code	0
Leveraging World Events to Predict E-Commerce Consumer Demand under Anomaly	Dan Kalifa, Uriel Singer, Ido Guy, Guy D. Rosin, Kira Radinsky				code	0
On Generalizing Static Node Embedding to Dynamic Settings	Di Jin, Sungchul Kim, Ryan A. Rossi, Danai Koutra				code	0
Query Interpretations from Entity-Linked Segmentations	Vaibhav Kasturia, Marcel Gohsen, Matthias Hagen				code	0
Cluster-Aware Heterogeneous Information Network Embedding	Rayyan Ahmad Khan, Martin Kleinsteuber				code	0
Graph Embedding with Hierarchical Attentive Membership	Lu Lin, Ethan Blaser, Hongning Wang				code	0
Fast Learning of MNL Model from General Partial Rankings with Application to Network Formation Modeling	Jiaqi Ma, Xingjian Zhang, Qiaozhu Mei				code	0
Friend Story Ranking with Edge-Contextual Local Graph Convolutions	Xianfeng Tang, Yozen Liu, Xinran He, Suhang Wang, Neil Shah				code	0
A Peep into the Future: Adversarial Future Encoding in Recommendation	Ruobing Xie, Shaoliang Zhang, Rui Wang, Feng Xia, Leyu Lin				code	0
Community Trend Prediction on Heterogeneous Graph in E-commerce	Jiahao Yuan, Zhao Li, Pengcheng Zou, Xuan Gao, Jinwei Pan, Wendi Ji, Xiaoling Wang				code	0
Building Multi-turn Query Interpreters for E-commercial Chatbots with Sparse-to-dense Attentive Modeling	Yan Fan, Chengyu Wang, Peng He, Yunhua Hu				code	0
a2RegInf: An Interactive System for Maximizing Influence within Arbitrary Number of Arbitrary Shaped Query Regions	Hui Li, Qiting Yang, Jiangtao Cui				code	0
An Interactive Knowledge Graph Based Platform for COVID-19 Clinical Research	Juntao Su, Edward T. Dougherty, Shuang Jiang, Fang Jin				code	0
Modern Theoretical Tools for Understanding and Designing Next-generation Information Retrieval System	Da Xu, Chuanwei Ruan				code	0
Scalable Attribute Extraction at Instacart	ShihTing Lin				code	0
Non-stationary Continuum-armed Bandits for Online Hyperparameter Optimization	Shiyin Lu, YuHang Zhou, JingCheng Shi, Wenya Zhu, Qingtao Yu, QingGuo Chen, Qing Da, Lijun Zhang				code	0
Uncovering Causal Effects of Online Short Videos on Consumer Behaviors	Ziqi Tan, Shengyu Zhang, Nuanxin Hong, Kun Kuang, Yifan Yu, Jin Yu, Zhou Zhao, Hongxia Yang, Shiyuan Pan, Jingren Zhou, Fei Wu				code	0
A Cooperative-Competitive Multi-Agent Framework for Auto-bidding in Online Advertising	Chao Wen, Miao Xu, Zhilin Zhang, Zhenzhe Zheng, Yuhui Wang, Xiangyu Liu, Yu Rong, Dong Xie, Xiaoyang Tan, Chuan Yu, Jian Xu, Fan Wu, Guihai Chen, Xiaoqiang Zhu, Bo Zheng				code	0
Doctoral Consortium of WSDM'22: Exploring the Bias of Adversarial Defenses	Han Xu				code	0
Towards a Cross-domain Semantically Interoperable Ecosystem	Milenko Tosic, Fábio André Coelho, Barry Nouwt, David Emanuel Rua, Aleksandar Tomcic, Sasa Pesic				code	0
Studying Long-Term User Behaviour Using Dynamic Time Warping for Customer Retention	Harsha Gwalani				code	0
Knowledge is Power: Symbolic Knowledge Distillation, Commonsense Morality, & Multimodal Script Knowledge	Yejin Choi				code	0
Assessing Algorithmic Biases for Musical Version Identification	Furkan Yesiler, Marius Miron, Joan Serrà, Emilia Gómez				code	0
Trustworthy Machine Learning: Fairness and Robustness	Haochen Liu				code	0
Predicting Users' Gender and Age based on Mobile Tasks	Yuan Tian				code	0
Experiments with Predictive Long Term Guardrail Metrics	Sri Sri Perangur				code	0
Challenges in Data Production for AI with Human-in-the-Loop	Dmitry Ustalov				code	0
Harvesting More Answer Spans from Paragraph beyond Annotation	Qiaoben Bao, Jiangjie Chen, Linfang Liu, Jingping Liu, Jiaqing Liang, Yanghua Xiao				code	0
Keyword Assisted Embedded Topic Model	Bahareh Harandizadeh, J. Hunter Priniski, Fred Morstatter				code	0
The Multi-vehicle Ride-Sharing Problem	Kelin Luo, Chaitanya Agarwal, Syamantak Das, Xiangyu Guo				code	0
Reconfiguration Problems on Submodular Functions	Naoto Ohsaka, Tatsuya Matsuoka				code	0
Finding a Concise, Precise, and Exhaustive Set of Near Bi-Cliques in Dynamic Graphs	Hyeonjeong Shin, Taehyung Kwon, Neil Shah, Kijung Shin				code	0
Attributed Graph Modeling with Vertex Replacement Grammars	Satyaki Sikdar, Neil Shah, Tim Weninger				code	0
Structure Meets Sequences: Predicting Network of Co-evolving Sequences	Yaojing Wang, Yuan Yao, Feng Xu, Yada Zhu, Hanghang Tong				code	0
Translating Human Mobility Forecasting through Natural Language Generation	Hao Xue, Flora D. Salim, Yongli Ren, Charles L. A. Clarke				code	0
AngHNE: Representation Learning for Bipartite Heterogeneous Networks with Angular Loss	Cangqi Zhou, Hui Chen, Jing Zhang, Qianmu Li, Dianming Hu				code	0
Improving Text Generation via Neural Discourse Planning	Alexander Chernyavskiy				code	0
From Uni-relational to Multi-relational Graph Neural Networks	Juanhui Li				code	0
Towards Practical Robustness Evaluation and Robustness Enhancing	Yaxin Li				code	0
Obtaining Robust Models from Imbalanced Data	Wentao Wang				code	0
iLFQA: A Platform for Efficient and Accurate Long-Form Question Answering	Rhys Butler, Vishnu Dutt Duggirala, Farnoush Banaei Kashani				code	0
The Pit Stop Problem: How to Plan Your Next Road Trip	Kostas Kollias				code	0
AI & Public Data for Humanitarian and Emergency Response	Alejandro Jaimes				code	0
Successes and Opportunities in Enterprise AI	Vijay K. Narayanan				code	0
The Incentives Platform at Lyft	Alex WoodDoughty, Cameron Bruggeman				code	0
Graph Neural Networks for the Global Economy with Microsoft DeepGraph	Jaewon Yang, Baoxu Shi, Alex Samylkin				code	0
The Rise of Data Observability: Architecting the Future of Data Trust	Barr Moses				code	0