Web Search and Data Mining (WSDM) (2022)

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WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

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WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022
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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
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Adversarial Attack on Graph Neural Networks as An Influence Maximization Problem.
Jiaqi Ma|Junwei Deng|Qiaozhu Mei
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Wikipedia Reader Navigation: When Synthetic Data Is Enough.
Akhil Arora|Martin Gerlach|Tiziano Piccardi|Alberto García-Durán|Robert West
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How Do You Test a Test?: A Multifaceted Examination of Significance Tests.
Nicola Ferro|Mark Sanderson
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Translating Human Mobility Forecasting through Natural Language Generation.
Hao Xue|Flora D. Salim|Yongli Ren|Charles L. A. Clarke
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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
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Fast Learning of MNL Model from General Partial Rankings with Application to Network Formation Modeling.
Jiaqi Ma|Xingjian Zhang|Qiaozhu Mei
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Sentiment Analysis of Fashion Related Posts in Social Media.
Yifei Yuan|Wai Lam
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MotifClass: Weakly Supervised Text Classification with Higher-order Metadata Information.
Yu Zhang|Shweta Garg|Yu Meng|Xiusi Chen|Jiawei Han
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k-Clustering with Fair Outliers.
Matteo Almanza|Alessandro Epasto|Alessandro Panconesi|Giuseppe Re
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Ethical Challenges in AI.
Ricardo Baeza-Yates
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Harvesting More Answer Spans from Paragraph beyond Annotation.
Qiaoben Bao|Jiangjie Chen|Linfang Liu|Jingping Liu|Jiaqing Liang|Yanghua Xiao
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Sampling Multiple Nodes in Large Networks: Beyond Random Walks.
Omri Ben-Eliezer|Talya Eden|Joel Oren|Dimitris Fotakis
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Search and Discovery in Personal Email Collections.
Michael Bendersky|Xuanhui Wang|Marc Najork|Donald Metzler
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'It's on the tip of my tongue': A new Dataset for Known-Item Retrieval.
Samarth Bhargav|Georgios Sidiropoulos|Evangelos Kanoulas
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CAN: Feature Co-Action Network for Click-Through Rate Prediction.
Weijie Bian|Kailun Wu|Lejian Ren|Qi Pi|Yujing Zhang|Can Xiao|Xiang-Rong Sheng|Yong-Nan Zhu|Zhangming Chan|Na Mou|Xinchen Luo|Shiming Xiang|Guorui Zhou|Xiaoqiang Zhu|Hongbo Deng
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Towards Understanding and Answering Comparative Questions.
Alexander Bondarenko|Yamen Ajjour|Valentin Dittmar|Niklas Homann|Pavel Braslavski|Matthias Hagen
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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
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iLFQA: A Platform for Efficient and Accurate Long-Form Question Answering.
Rhys Butler|Vishnu Dutt Duggirala|Farnoush Banaei Kashani
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Graph Collaborative Reasoning.
Hanxiong Chen|Yunqi Li|Shaoyun Shi|Shuchang Liu|He Zhu|Yongfeng Zhang
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Exploration in Recommender Systems.
Minmin Chen
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Estimating Causal Effects of Multi-Aspect Online Reviews with Multi-Modal Proxies.
Lu Cheng|Ruocheng Guo|Huan Liu
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Causal Mediation Analysis with Hidden Confounders.
Lu Cheng|Ruocheng Guo|Huan Liu
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AdaptKT: A Domain Adaptable Method for Knowledge Tracing.
Song Cheng|Qi Liu|Enhong Chen|Kai Zhang|Zhenya Huang|Yu Yin|Xiaoqing Huang|Yu Su
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An Adaptive Unified Allocation Framework for Guaranteed Display Advertising.
Xiao Cheng|Chuanren Liu|Liang Dai|Peng Zhang|Zhen Fang|Zhonglin Zu
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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
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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
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Improving Text Generation via Neural Discourse Planning.
Alexander Chernyavskiy
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The Datasets Dilemma: How Much Do We Really Know About Recommendation Datasets?
Jin Yao Chin|Yile Chen|Gao Cong
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Knowledge is Power: Symbolic Knowledge Distillation, Commonsense Morality, & Multimodal Script Knowledge.
Yejin Choi
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S-Walk: Accurate and Scalable Session-based Recommendation with Random Walks.
Minjin Choi|Jinhong Kim|Joonseok Lee|Hyunjung Shim|Jongwuk Lee
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ANTHEM: Attentive Hyperbolic Entity Model for Product Search.
Nurendra Choudhary|Nikhil Rao|Sumeet Katariya|Karthik Subbian|Chandan K. Reddy
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Beyond NED: Fast and Effective Search Space Reduction for Complex Question Answering over Knowledge Bases.
Philipp Christmann|Rishiraj Saha Roy|Gerhard Weikum
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Towards Robust Graph Neural Networks for Noisy Graphs with Sparse Labels.
Enyan Dai|Wei Jin|Hui Liu|Suhang Wang
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Predicting Human Mobility via Graph Convolutional Dual-attentive Networks.
Weizhen Dang|Haibo Wang|Shirui Pan|Pei Zhang|Chuan Zhou|Xin Chen|Jilong Wang
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Deep-QPP: A Pairwise Interaction-based Deep Learning Model for Supervised Query Performance Prediction.
Suchana Datta|Debasis Ganguly|Derek Greene|Mandar Mitra
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Improving Personalized Search with Dual-Feedback Network.
Chenlong Deng|Yujia Zhou|Zhicheng Dou
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Aligning the Research and Practice of Building Search Applications: Elasticsearch and Pyserini.
Josh Devins|Julie Tibshirani|Jimmy Lin
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Graph Minimally-supervised Learning.
Kaize Ding|Jundong Li|Nitesh V. Chawla|Huan Liu
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Combinatorial Bandits under Strategic Manipulations.
Jing Dong|Ke Li|Shuai Li|Baoxiang Wang
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Robust Graph Learning for Misbehavior Detection.
Yingtong Dou
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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
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Semi-supervised Stance Detection of Tweets Via Distant Network Supervision.
Subhabrata Dutta|Samiya Caur|Soumen Chakrabarti|Tanmoy Chakraborty
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External Evaluation of Ranking Models under Extreme Position-Bias.
Yaron Fairstein|Elad Haramaty|Arnon Lazerson|Liane Lewin-Eytan
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Building Multi-turn Query Interpreters for E-commercial Chatbots with Sparse-to-dense Attentive Modeling.
Yan Fan|Chengyu Wang|Peng He|Yunhua Hu
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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|Xin-Yu Dai|Xiaoyi Zeng|Tao Zhuang|Qingwen Liu
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Variational User Modeling with Slow and Fast Features.
Ghazal Fazelnia|Eric Simon|Ian Anderson|Benjamin A. Carterette|Mounia Lalmas
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Efficient Graph Convolution for Joint Node Representation Learning and Clustering.
Chakib Fettal|Lazhar Labiod|Mohamed Nadif
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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
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Graph Neural Networks for Recommender System.
Chen Gao|Xiang Wang|Xiangnan He|Yong Li
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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
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Toward Pareto Efficient Fairness-Utility Trade-off in Recommendation through Reinforcement Learning.
Yingqiang Ge|Xiaoting Zhao|Lucia Yu|Saurabh Paul|Diane Hu|Chu-Cheng Hsieh|Yongfeng Zhang
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Differentially Private Ensemble Classifiers for Data Streams.
Lovedeep Gondara|Ke Wang|Ricardo Silva Carvalho
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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
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Multi-Scale Variational Graph AutoEncoder for Link Prediction.
Zhihao Guo|Feng Wang|Kaixuan Yao|Jiye Liang|Zhiqiang Wang
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Studying Long-Term User Behaviour Using Dynamic Time Warping for Customer Retention.
Harsha Gwalani
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Outside In: Market-aware Heterogeneous Graph Neural Network for Employee Turnover Prediction.
Jinquan Hang|Zheng Dong|Hongke Zhao|Xin Song|Peng Wang|Hengshu Zhu
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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
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Keyword Assisted Embedded Topic Model.
Bahareh Harandizadeh|J. Hunter Priniski|Fred Morstatter
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GNNs for Node Clustering in Signed and Directed Networks.
Yixuan He
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It Is Different When Items Are Older: Debiasing Recommendations When Selection Bias and User Preferences Are Dynamic.
Jin Huang|Harrie Oosterhuis|Maarten de Rijke
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POLE: Polarized Embedding for Signed Networks.
Zexi Huang|Arlei Silva|Ambuj K. Singh
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AI & Public Data for Humanitarian and Emergency Response.
Alejandro Jaimes
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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
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On Generalizing Static Node Embedding to Dynamic Settings.
Di Jin|Sungchul Kim|Ryan A. Rossi|Danai Koutra
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KGNN: Harnessing Kernel-based Networks for Semi-supervised Graph Classification.
Wei Ju|Junwei Yang|Meng Qu|Weiping Song|Jianhao Shen|Ming Zhang
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Leveraging World Events to Predict E-Commerce Consumer Demand under Anomaly.
Dan Kalifa|Uriel Singer|Ido Guy|Guy D. Rosin|Kira Radinsky
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GAGE: Geometry Preserving Attributed Graph Embeddings.
Charilaos I. Kanatsoulis|Nicholas D. Sidiropoulos
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Graph Neural Network Research at AWS AI.
George Karypis
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Query Interpretations from Entity-Linked Segmentations.
Vaibhav Kasturia|Marcel Gohsen|Matthias Hagen
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An Unsupervised Detection Framework for Chinese Jargons in the Darknet.
Liang Ke|Xinyu Chen|Haizhou Wang
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ConsistSum: Unsupervised Opinion Summarization with the Consistency of Aspect, Sentiment and Semantic.
Wenjun Ke|Jinhua Gao|Huawei Shen|Xueqi Cheng
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Fair-SRS: A Fair Session-based Recommendation System.
Naime Ranjbar Kermany|Jian Yang|Jia Wu|Luiz Pizzato
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Cluster-Aware Heterogeneous Information Network Embedding.
Rayyan Ahmad Khan|Martin Kleinsteuber
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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
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Introducing the Expohedron for Efficient Pareto-optimal Fairness-Utility Amortizations in Repeated Rankings.
Till Kletti|Jean-Michel Renders|Patrick Loiseau
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Multi-Resolution Attention for Personalized Item Search.
Furkan Kocayusufoglu|Tao Wu|Anima Singh|Georgios Roumpos|Heng-Tze Cheng|Sagar Jain|Ed H. Chi|Ambuj K. Singh
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The Pit Stop Problem: How to Plan Your Next Road Trip.
Kostas Kollias
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Linear, or Non-Linear, That is the Question!
Taeyong Kong|Taeri Kim|Jinsung Jeon|Jeongwhan Choi|Yeon-Chang Lee|Noseong Park|Sang-Wook Kim
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Efficient Two-stage Label Noise Reduction for Retrieval-based Tasks.
Mengmeng Kuang|Weiyan Wang|Zhenhong Chen|Lie Kang|Qiang Yan
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A Tutorial on Stance Detection.
Dilek Küçük|Fazli Can
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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
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Collaborative Curating for Discovery and Expansion of Visual Clusters.
Dung D. Le|Hady W. Lauw
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Towards Practical Robustness Evaluation and Robustness Enhancing.
Yaxin Li
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From Uni-relational to Multi-relational Graph Neural Networks.
Juanhui Li
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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
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Scalable Attribute Extraction at Instacart.
Shih-Ting Lin
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Graph Embedding with Hierarchical Attentive Membership.
Lu Lin|Ethan Blaser|Hongning Wang
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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
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Trustworthy Machine Learning: Fairness and Robustness.
Haochen Liu
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A Practical Guide to Robust Multimodal Machine Learning and Its Application in Education.
Zitao Liu
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Surrogate Representation Learning with Isometric Mapping for Gray-box Graph Adversarial Attacks.
Zihan Liu|Yun Luo|Zelin Zang|Stan Z. Li
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a2RegInf: An Interactive System for Maximizing Influence within Arbitrary Number of Arbitrary Shaped Query Regions.
Hui Li|Qiting Yang|Jiangtao Cui
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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
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Improving Knowledge Tracing with Collaborative Information.
Ting Long|Jiarui Qin|Jian Shen|Weinan Zhang|Wei Xia|Ruiming Tang|Xiuqiang He|Yong Yu
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An Ensemble Model for Combating Label Noise.
Yangdi Lu|Yang Bo|Wenbo He
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ComGA: Community-Aware Attributed Graph Anomaly Detection.
Xuexiong Luo|Jia Wu|Amin Beheshti|Jian Yang|Xiankun Zhang|Yuan Wang|Shan Xue
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The Multi-vehicle Ride-Sharing Problem.
Kelin Luo|Chaitanya Agarwal|Syamantak Das|Xiangyu Guo
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Ada-GNN: Adapting to Local Patterns for Improving Graph Neural Networks.
Zihan Luo|Jianxun Lian|Hong Huang|Hai Jin|Xing Xie
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RLMob: Deep Reinforcement Learning for Successive Mobility Prediction.
Ziyan Luo|Congcong Miao
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Non-stationary Continuum-armed Bandits for Online Hyperparameter Optimization.
Shiyin Lu|Yu-Hang Zhou|Jing-Cheng Shi|Wenya Zhu|Qingtao Yu|Qing-Guo Chen|Qing Da|Lijun Zhang
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VAE++: Variational AutoEncoder for Heterogeneous One-Class Collaborative Filtering.
Wanqi Ma|Xiancong Chen|Weike Pan|Zhong Ming
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Diversified Subgraph Query Generation with Group Fairness.
Hanchao Ma|Sheng Guan|Christopher Toomey|Yinghui Wu
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Learning Fair Node Representations with Graph Counterfactual Fairness.
Jing Ma|Ruocheng Guo|Mengting Wan|Longqi Yang|Aidong Zhang|Jundong Li
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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
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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
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Deep Graph-level Anomaly Detection by Glocal Knowledge Distillation.
Rongrong Ma|Guansong Pang|Ling Chen|Anton van den Hengel
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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
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Learning Relevant Questions for Conversational Product Search using Deep Reinforcement Learning.
Ali Montazeralghaem|James Allan
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The Rise of Data Observability: Architecting the Future of Data Trust.
Barr Moses
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Mining Frequent Patterns on Knowledge Graphs.
Lalla Mouatadid
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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
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Near Real Time AI Personalization for Notifications at LinkedIn.
Ajith Muralidharan
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Fact-Checking, Fake News, Propaganda, Media Bias, and the COVID-19 Infodemic.
Preslav Nakov|Giovanni Da San Martino|Firoj Alam
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Successes and Opportunities in Enterprise AI.
Vijay K. Narayanan
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Node Co-occurrence based Graph Neural Networks for Knowledge Graph Link Prediction.
Dai Quoc Nguyen|Vinh Tong|Dinh Q. Phung|Dat Quoc Nguyen
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Reconfiguration Problems on Submodular Functions.
Naoto Ohsaka|Tatsuya Matsuoka
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RGRecSys: A Toolkit for Robustness Evaluation of Recommender Systems.
Zohreh Ovaisi|Shelby Heinecke|Jia Li|Yongfeng Zhang|Elena Zheleva|Caiming Xiong
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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
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Reinforcement Learning over Sentiment-Augmented Knowledge Graphs towards Accurate and Explainable Recommendation.
Sung-Jun Park|Dong-Kyu Chae|Hong-Kyun Bae|Sumin Park|Sang-Wook Kim
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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
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Experiments with Predictive Long Term Guardrail Metrics.
Sri Sri Perangur
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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
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Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation.
Ruihong Qiu|Zi Huang|Hongzhi Yin|Zijian Wang
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A Simple but Effective Bidirectional Framework for Relational Triple Extraction.
Feiliang Ren|Longhui Zhang|Xiaofeng Zhao|Shujuan Yin|Shilei Liu|Bochao Li
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Time Masking for Temporal Language Models.
Guy D. Rosin|Ido Guy|Kira Radinsky
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On Sampling Collaborative Filtering Datasets.
Noveen Sachdeva|Carole-Jean Wu|Julian J. McAuley
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Understanding and Mitigating the Effect of Outliers in Fair Ranking.
Fatemeh Sarvi|Maria Heuss|Mohammad Aliannejadi|Sebastian Schelter|Maarten de Rijke
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Enumerating Fair Packages for Group Recommendations.
Ryoma Sato
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Retrieving Black-box Optimal Images from External Databases.
Ryoma Sato
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Evaluating Mixed-initiative Conversational Search Systems via User Simulation.
Ivan Sekulic|Mohammad Aliannejadi|Fabio Crestani
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Diversified Query Generation Guided by Knowledge Graph.
Xinyao Shen|Jiangjie Chen|Jiaze Chen|Chun Zeng|Yanghua Xiao
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Finding a Concise, Precise, and Exhaustive Set of Near Bi-Cliques in Dynamic Graphs.
Hyeonjeong Shin|Taehyung Kwon|Neil Shah|Kijung Shin
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Using Conjunctions for Faster Disjunctive Top-k Queries.
Michal Siedlaczek|Antonio Mallia|Torsten Suel
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Attributed Graph Modeling with Vertex Replacement Grammars.
Satyaki Sikdar|Neil Shah|Tim Weninger
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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
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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
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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
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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
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An Interactive Knowledge Graph Based Platform for COVID-19 Clinical Research.
Juntao Su|Edward T. Dougherty|Shuang Jiang|Fang Jin
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Automating ETL and Mining of Ethereum Blockchain Network.
Voon Hou Su|Sourav Sen Gupta|Arijit Khan
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MonLAD: Money Laundering Agents Detection in Transaction Streams.
Xiaobing Sun|Wenjie Feng|Shenghua Liu|Yuyang Xie|Siddharth Bhatia|Bryan Hooi|Wenhan Wang|Xueqi Cheng
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Efficient Reachability Query with Extreme Labeling Filter.
Zhixiang Su|Di Wang|Xiaofeng Zhang|Lizhen Cui|Chunyan Miao
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Graph Few-shot Class-incremental Learning.
Zhen Tan|Kaize Ding|Ruocheng Guo|Huan Liu
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Friend Story Ranking with Edge-Contextual Local Graph Convolutions.
Xianfeng Tang|Yozen Liu|Xinran He|Suhang Wang|Neil Shah
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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
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Predicting Users' Gender and Age based on Mobile Tasks.
Yuan Tian
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Towards a Cross-domain Semantically Interoperable Ecosystem.
Milenko Tosic|Fábio André Coelho|Barry Nouwt|David Emanuel Rua|Aleksandar Tomcic|Sasa Pesic
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DAME: Domain Adaptation for Matching Entities.
Mohamed Trabelsi|Jeff Heflin|Jin Cao
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Challenges in Data Production for AI with Human-in-the-Loop.
Dmitry Ustalov
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Obtaining Robust Models from Imbalanced Data.
Wentao Wang
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Fair Graph Representation Learning with Imbalanced and Biased Data.
Yu Wang
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Rethink e-Commerce Search.
Haixun Wang
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A New Class of Polynomial Activation Functions of Deep Learning for Precipitation Forecasting.
Jiachuan Wang|Lei Chen|Charles Wang Wai Ng
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Learning-To-Ensemble by Contextual Rank Aggregation in E-Commerce.
Xuesi Wang|Guangda Huzhang|Qianying Lin|Qing Da
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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
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Knowledge Enhanced Sports Game Summarization.
Jiaan Wang|Zhixu Li|Tingyi Zhang|Duo Zheng|Jianfeng Qu|An Liu|Lei Zhao|Zhigang Chen
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MtCut: A Multi-Task Framework for Ranked List Truncation.
Dong Wang|Jianxin Li|Tianchen Zhu|Haoyi Zhou|Qishan Zhu|Yuxin Wen|Hongming Piao
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Personalized Long-distance Fuel-efficient Route Recommendation Through Historical Trajectories Mining.
Zhan Wang|Zhaohui Peng|Senzhang Wang|Qiao Song
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Hierarchical Imitation Learning via Subgoal Representation Learning for Dynamic Treatment Recommendation.
Lu Wang|Ruiming Tang|Xiaofeng He|Xiuqiang He
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Structure Meets Sequences: Predicting Network of Co-evolving Sequences.
Yaojing Wang|Yuan Yao|Feng Xu|Yada Zhu|Hanghang Tong
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Scalable Graph Topology Learning via Spectral Densification.
Yongyu Wang|Zhiqiang Zhao|Zhuo Feng
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Profiling the Design Space for Graph Neural Networks based Collaborative Filtering.
Zhenyi Wang|Huan Zhao|Chuan Shi
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Contrastive Meta Learning with Behavior Multiplicity for Recommendation.
Wei Wei|Chao Huang|Lianghao Xia|Yong Xu|Jiashu Zhao|Dawei Yin
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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
doi dblp
The Incentives Platform at Lyft.
Alex Wood-Doughty|Cameron Bruggeman
doi dblp
Crowdsourcing-based Multi-Device Communication Cooperation for Mobile High-Quality Video Enhancement.
Xiaotong Wu|Lianyong Qi|Xiaolong Xu|Shui Yu|Wanchun Dou|Xuyun Zhang
doi dblp
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
doi dblp
Towards Unbiased and Robust Causal Ranking for Recommender Systems.
Teng Xiao|Suhang Wang
doi dblp
Long Short-Term Temporal Meta-learning in Online Recommendation.
Ruobing Xie|Yalong Wang|Rui Wang|Yuanfu Lu|Yuanhang Zou|Feng Xia|Leyu Lin
doi dblp
A Peep into the Future: Adversarial Future Encoding in Recommendation.
Ruobing Xie|Shaoliang Zhang|Rui Wang|Feng Xia|Leyu Lin
doi dblp
Supervised Advantage Actor-Critic for Recommender Systems.
Xin Xin|Alexandros Karatzoglou|Ioannis Arapakis|Joemon M. Jose
doi dblp
Informed Multi-context Entity Alignment.
Kexuan Xin|Zequn Sun|Wen Hua|Wei Hu|Xiaofang Zhou
doi dblp
Doctoral Consortium of WSDM'22: Exploring the Bias of Adversarial Defenses.
Han Xu
doi dblp
Identifying Cost-effective Debunkers for Multi-stage Fake News Mitigation Campaigns.
Xiaofei Xu|Ke Deng|Xiuzhen Zhang
doi dblp
MAF: A General Matching and Alignment Framework for Multimodal Named Entity Recognition.
Bo Xu|Shizhou Huang|Chaofeng Sha|Hongya Wang
doi dblp
Modern Theoretical Tools for Understanding and Designing Next-generation Information Retrieval System.
Da Xu|Chuanwei Ruan
doi dblp
Personalized Information Retrieval for Touristic Attractions in Augmented Reality.
Felix Yang|Saikishore Kalloori|Ribin Chalumattu|Markus Gross
doi dblp
Lightweight Composite Re-Ranking for Efficient Keyword Search with BERT.
Yingrui Yang|Yifan Qiao|Jinjin Shao|Xifeng Yan|Tao Yang
doi dblp
Graph Neural Networks for the Global Economy with Microsoft DeepGraph.
Jaewon Yang|Baoxu Shi|Alex Samylkin
doi dblp
Few-shot Link Prediction in Dynamic Networks.
Cheng Yang|Chunchen Wang|Yuanfu Lu|Xumeng Gong|Chuan Shi|Wei Wang|Xu Zhang
doi dblp
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
doi dblp
Interpretable Relation Learning on Heterogeneous Graphs.
Qiang Yang|Qiannan Zhang|Chuxu Zhang|Xiangliang Zhang
doi dblp
Fast Semantic Matching via Flexible Contextualized Interaction.
Wenwen Ye|Yiding Liu|Lixin Zou|Hengyi Cai|Suqi Cheng|Shuaiqiang Wang|Dawei Yin
doi dblp
Assessing Algorithmic Biases for Musical Version Identification.
Furkan Yesiler|Marius Miron|Joan Serrà|Emilia Gómez
doi dblp
Directed Network Embedding with Virtual Negative Edges.
Hyunsik Yoo|Yeon-Chang Lee|Kijung Shin|Sang-Wook Kim
doi dblp
Bringing Your Own View: Graph Contrastive Learning without Prefabricated Data Augmentations.
Yuning You|Tianlong Chen|Zhangyang Wang|Yang Shen
doi dblp
Community Trend Prediction on Heterogeneous Graph in E-commerce.
Jiahao Yuan|Zhao Li|Pengcheng Zou|Xuan Gao|Jinwei Pan|Wendi Ji|Xiaoling Wang
doi dblp
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
doi dblp
ESC-GAN: Extending Spatial Coverage of Physical Sensors.
Xiyuan Zhang|Ranak Roy Chowdhury|Jingbo Shang|Rajesh K. Gupta|Dezhi Hong
doi dblp
Geometric Inductive Matrix Completion: A Hyperbolic Approach with Unified Message Passing.
Chengkun Zhang|Hongxu Chen|Sixiao Zhang|Guandong Xu|Junbin Gao
doi dblp
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
doi dblp
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
doi dblp
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
doi dblp
GraSP: Optimizing Graph-based Nearest Neighbor Search with Subgraph Sampling and Pruning.
Minjia Zhang|Wenhan Wang|Yuxiong He
doi dblp
PipAttack: Poisoning Federated Recommender Systems for Manipulating Item Promotion.
Shijie Zhang|Hongzhi Yin|Tong Chen|Zi Huang|Quoc Viet Hung Nguyen|Lizhen Cui
doi dblp
A Counterfactual Modeling Framework for Churn Prediction.
Guozhen Zhang|Jinwei Zeng|Zhengyue Zhao|Depeng Jin|Yong Li
doi dblp
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval.
Jingtao Zhan|Jiaxin Mao|Yiqun Liu|Jiafeng Guo|Min Zhang|Shaoping Ma
doi dblp
ST-GSP: Spatial-Temporal Global Semantic Representation Learning for Urban Flow Prediction.
Liang Zhao|Min Gao|Zongwei Wang
doi dblp
Towards Fair Classifiers Without Sensitive Attributes: Exploring Biases in Related Features.
Tianxiang Zhao|Enyan Dai|Kai Shu|Suhang Wang
doi dblp
Multi-Sparse-Domain Collaborative Recommendation via Enhanced Comprehensive Aspect Preference Learning.
Xiaoyun Zhao|Ning Yang|Philip S. Yu
doi dblp
Joint Learning of E-commerce Search and Recommendation with a Unified Graph Neural Network.
Kai Zhao|Yukun Zheng|Tao Zhuang|Xiang Li|Xiaoyi Zeng
doi dblp
Learning Transferable Node Representations for Attribute Extraction from Web Documents.
Yichao Zhou|Ying Sheng|Nguyen Vo|Nick Edmonds|Sandeep Tata
doi dblp
AngHNE: Representation Learning for Bipartite Heterogeneous Networks with Angular Loss.
Cangqi Zhou|Hui Chen|Jing Zhang|Qianmu Li|Dianming Hu
doi dblp
C²-CRS: Coarse-to-Fine Contrastive Learning for Conversational Recommender System.
Yuanhang Zhou|Kun Zhou|Wayne Xin Zhao|Cheng Wang|Peng Jiang|He Hu
doi dblp
Fighting Mainstream Bias in Recommender Systems via Local Fine Tuning.
Ziwei Zhu|James Caverlee
doi dblp
A Neighborhood-Attention Fine-grained Entity Typing for Knowledge Graph Completion.
Jianhuan Zhuo|Qiannan Zhu|Yinliang Yue|Yuhong Zhao|Weisi Han
doi dblp
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
doi dblp
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
doi dblp
Improving Session Search by Modeling Multi-Granularity Historical Query Change.
Xiaochen Zuo|Zhicheng Dou|Ji-Rong Wen