发表论文
(1) Evidence-aware Fake News Detection with Graph Neural Networks, In Proceedings of the 31th International World Wide Web Conference (WWW), 2022, 通讯作者(2) DyGCN: Dynamic Graph Embedding with Graph Convolutional Network, IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022, 通讯作者(3) RMT-Net: Reject-aware Multi-Task Network for Modeling Missing-not-at-random Data in Financial Credit Scoring, IEEE Transactions on Knowledge and Data Engineering (TKDE), 2022, 通讯作者(4) Label-informed Graph Structure Learning for Node Classification, Proceedings of the 30th ACM International Conference on Information & Knowledge Man-agement(CIKM), 2021, 通讯作者(5) A Graph-based Relevance Matching Model for Ad-hoc Retrieval, The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI), 2021, 通讯作者(6) Graph Contrastive Learning with Adaptive Augmentation, Proceedings of the 30th International World Wide Web Conference (WWW), 2021, 通讯作者(7) An Empirical Study of Graph Contrastive Learning, (Conference and Workshop on Neural Information Processing Systems(NeurIPS), 2021, 通讯作者(8) Fully Hyperbolic Graph Convolution Network for Recommendation, Proceedings of the 30th ACM International Conference on Information & Knowledge Man-agement(CIKM), 2021, 通讯作者(9) Graph Classification by Mixture of Diverse Experts, Proceedings of the 31st International Joint Conference on Artificial Intelligence (IJCAI), 2021, 通讯作者(10) Disentangled Item Representation for Recommender Systems, ACM Transactions on Intelligent Systems and Technology (TIST), 2021, 第 3 作者(11) Relation-aware Heterogeneous Graph for User Profiling, Proceedings of the 30th ACM International Conference on Information & Knowledge Management(CIKM), 2021, 通讯作者(12) Dynamic Graph Neural Networks for Sequential Recommendation, IEEE Transactions on Knowledge and Data Engineering (TKDE), 2021, 第 2 作者(13) 基于深度学习的跨模态检索综述, Survey on deep learning based cross-modal retrieval, 中国图象图形学报, 2021, 第 4 作者(14) Deep Active Learning for Text Classification with Diverse Interpretations, Proceedings of the 30th ACM International Conference on Information & Knowledge Management(CIKM), 2021, 通讯作者(15) Mining Latent Structures for Multimedia Recommendation, The 30th ACM International Conference on Multimedia(MM), 2021, 第 4 作者(16) Personalized Graph Neural Networks with Attention Mechanism for Session-Aware Recommendation, IEEE Transactions on Knowledge and Data Engineering (TKDE), 2021, 第 2 作者(17) Graph-based Hierarchical Relevance Matching Signals for Ad-hoc Retrieval, In Proceedings of the 30th International World Wide Web Conference (WWW), 2021, 通讯作者(18) GraphAIR: Graph representation learning with neighborhood aggregation and interaction, Pattern Recognition (PR), 2021, 通讯作者(19) Disentangled Self-Attentive Neural Networks for Click-Through Rate Prediction, In Proceedings of the 30th ACM International Conference on Information and Knowledge Management(CIKM), 2021, 通讯作者(20) TFNet: Multi-Semantic Feature Interaction for CTR Prediction, 2020, 第 1 作者(21) Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks, 2020, 第 4 作者(22) Deep Interaction Machine: A Simple but Effective Model for High-order Feature Interactions, In CIKM, 2020, 第 1 作者(23) Cold-start Sequential Recommendation via Meta Learner, 2020, 第 4 作者(24) Dynamic Graph Collaborative Filtering, 20TH IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM 2020), 2020, 通讯作者(25) Deep Graph Contrastive Representation Learning, 2020, 第 5 作者(26) TAGNN: Target Attentive Graph Neural Networks for Session-based Recommendation, 2020, 第 4 作者(27) Fi-GNN: modeling feature interactions via graph neural networks for CTR prediction, ACM International Conference on Information and Knowledge Management (CIKM), 2019, 第 3 作者(28) Distance2Pre: Personalized Spatial Preference for Next Point-of-Interest Prediction, ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PAKDD 2019, PT III, 2019, 通讯作者(29) Towards Accurate and Interpretable Sequential Prediction: A CNN & Attention-Based Feature Extractor, PROCEEDINGS OF THE 28TH ACM INTERNATIONAL CONFERENCE ON INFORMATION & KNOWLEDGE MANAGEMENT (CIKM '19), 2019, 通讯作者(30) Independence Promoted Graph Disentangled Networks, 2019, 第 3 作者(31) Session-Based Recommendation with Graph Neural Networks, THIRTY-THIRD AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FIRST INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / NINTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2019, 通讯作者(32) SEMI-SUPERVISED COMPATIBILITY LEARNING ACROSS CATEGORIES FOR CLOTHING MATCHING, 2019 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME), 2019, 通讯作者(33) Semi-supervised Node Classification via Hierarchical Graph Convolutional Networks, 2019, 第 3 作者(34) Dressing as a whole: outfit compatibility learning based on node-wise graph neural networks, The Web Conference (WWW), 2019, 通讯作者(35) A hierarchical contextual attention-based network for sequential recommendation, NEUROCOMPUTING, 2019, 通讯作者(36) Attention-based convolutional approach for misinformation identification from massive and noisy microblog posts, COMPUTERS & SECURITY, 2019, 第 3 作者(37) Multiview Clustering via Unified and View-Specific Embeddings Learning, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 第 2 作者(38) Unified subspace learning for incomplete and unlabeled multi-view data, PATTERN RECOGNITION, 2017, 第 2 作者(39) Learning Shared and Specific Factors for Multi-modal Data, COMPUTER VISION, PT II, 2017, 第 3 作者(40) Multi-Behavioral Sequential Prediction with Recurrent Log-Bilinear Model, IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2017, 第 2 作者(41) Blood Pressure Prediction via Recurrent Models with Contextual Layer, 2017, 第 2 作者(42) DeepStyle: Learning User Preferences for Visual Recommendation, SIGIR'17: PROCEEDINGS OF THE 40TH INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL, 2017, 第 2 作者(43) A Convolutional Approach for Misinformation Identification, 2017, 第 1 作者(44) Context-aware Sequential Recommendation, In Proceedings of the IEEE International Conference on Data Mining (ICDM), 2016, 第 1 作者(45) A Dynamic Recurrent Model for Next Basket Recommendation, In Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2016, 2016, 第 5 作者(46) Coupled Topic Model for Collaborative Filtering With User-Generated Content, IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS, 2016, 通讯作者(47) Contextual Operation for Recommender Systems, IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2016, 通讯作者(48) Personalized ranking with pairwise Factorization Machines, NEUROCOMPUTING, 2016, 通讯作者(49) 情境大数据建模及其在用户行为预测中的作用, 大数据, 2016, 第 2 作者(50) Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts, In Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence (AAAI), 2016, 2016, 第 2 作者(51) Context-aware Sequential Recommendation, 2016 IEEE 16TH INTERNATIONAL CONFERENCE ON DATA MINING (ICDM), 2016, 第 2 作者(52) PARTIALLY TAGGED IMAGE CLUSTERING, 2015 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2015, 第 2 作者(53) Collaborative Prediction for Multi-entity Interaction With Hierarchical Representation, In Proceedings of the 24th ACM International Conference on Information and Knowledge Management (CIKM), 2015, 2015, 第 1 作者(54) A Convolutional Click Prediction Model, In Proceedings of the 24th ACM International Conference on Information and Knowledge Management (CIKM), 2015, 2015, 第 3 作者(55) Multiple Attribute Aware Personalized Ranking, WEB TECHNOLOGIES AND APPLICATIONS (APWEB 2015), 2015, 第 2 作者(56) Social-Relational Topic Model for Social Networks, In Proceedings of the 24th ACM International Conference on Information and Knowledge Management (CIKM), 2015, 2015, 第 2 作者(57) Incomplete Multi-view Clustering via Subspace Learning, In Proceedings of the 24th ACM International Conference on Information and Knowledge Management (CIKM), 2015, 2015, 第 1 作者(58) Non-intrusive Sleep Pattern Recognition with Ubiquitous Sensing in Elderly Assistive Environment, FRONTIERS OF COMPUTER SCIENCE, 2015, 第 2 作者(59) COT: Contextual Operating Tensor for Context-Aware Recommender Systems, PROCEEDINGS OF THE TWENTY-NINTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2015, 第 2 作者(60) Adaptive Pairwise Learning for Personalized Ranking with Content and Implicit Feedback, 2015 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE AND INTELLIGENT AGENT TECHNOLOGY (WI-IAT), VOL 1, 2015, 第 2 作者(61) Multi-view clustering via pairwise sparse subspace representation, NEUROCOMPUTING, 2015, 第 2 作者(62) Learning to Hash for Recommendation with Tensor Data, WEB TECHNOLOGIES AND APPLICATIONS (APWEB 2015), 2015, 第 2 作者(63) Information-Theoretic Outlier Detection for Large-Scale Categorical Data, IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2013, 通讯作者(64) Mining Significant Microblogs for Misinformation Identification: An Attention-based Approach, 第 3 作者(65) MV-RNN: A Multi-View Recurrent Neural Network for Sequential Recommendation, 第 2 作者