发表论文
(1) A Graph-based Relevance Matching Model for Ad-hoc Retrieval, In Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI), 2021, 第 4 作者(2) Cold-start Sequential Recommendation via Meta Learner, In Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI), 2021, 第 4 作者(3) Independence Promoted Graph Disentangled Networks, In Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), 2020, 第 3 作者(4) Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks, The 58th annual meeting of the Association for Computational Linguistics (ACL), 2020, 第 4 作者(5) TAGNN: Target Attentive Graph Neural Networks for Session-based Recommendation, In SIGIR, 2020, 第 4 作者(6) TFNet: Multi-Semantic Feature Interaction for CTR Prediction, In SIGIR, 2020, 第 1 作者(7) Deep Interaction Machine: A Simple but Effective Model for High-order Feature Interactions, In CIKM, 2020, 第 5 作者(8) Deep Graph Contrastive Representation Learning, GRL+@ICML, 2020, 第 5 作者(9) Dynamic Graph Collaborative Filtering, In ICDM, 2020, 第 3 作者(10) Disentangled Item Representation for Recommender Systems, ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2020, 第 3 作者(11) GraphAIR: Graph Representation Learning with Neighborhood Aggregation and Interaction, Pattern Recognition (PR), 2020, 第 3 作者(12) Fi-GNN: Modeling Feature Interactions via Graph Neural Networks for CTR Prediction, In Proceedings of the 28th ACM International Conference on Information and Knowledge Management (CIKM), 2019, 第 3 作者(13) Towards Accurate and Interpretable Sequential Prediction: A CNN & Attention-Based Feature Extractor, In Proceedings of the 28th ACM International Conference on Information and Knowledge Management (CIKM), 2019, 第 4 作者(14) Hierarchical Graph Convolutional Networks for Semi-supervised Node Classification, In Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI), 2019, 2019, 第 3 作者(15) A Hierarchical Contextual Attention-based Network for Sequential Recommendation, Neurocomputing, 2019, 第 2 作者(16) Attention-based Convolutional Approach for Misinformation Identification from Massive and Noisy Microblog Posts, Computers & Security, 2019, 第 3 作者(17) Dressing as a Whole: Outfit Compatibility Learning Based on Node-wise Graph Neural Networks, In Proceedings of the 28th International World Wide Web Conference (WWW), 2019, 第 3 作者(18) MV-RNN: A Multi-View Recurrent Neural Network for Sequential Recommendation, IEEE Transactions on Knowledge and Data Engineering (TKDE), 2019, 第 2 作者(19) Distance2Pre: Personalized Spatial Preference for Next Point-of-Interest Prediction, The 23rd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2019, 第 2 作者(20) Session-based Recommendation with Graph Neural Network, In Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI), 2019, 第 1 作者(21) Multi-view Clustering via Unified and View Specific Embeddings Learning, IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2018, 第 2 作者(22) Mining Significant Microblogs for Misinformation Identification: An Attention-based Approach, ACM Transactions on Intelligent Systems and Technology (TIST), 2017, 第 2 作者(23) Multi-behavioral Sequential Prediction with Recurrent Log-bilinear Model, IEEE Transactions on Knowledge and Data Engineering (TKDE), 2017, 第 2 作者(24) Unified Subspace Learning for Incomplete and Unlabeled Multi-view Data, Pattern Recognition (PR), 2017, 第 2 作者(25) DeepStyle: Learning User Preferences for Visual Recommendation, In Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2017, 第 2 作者(26) Blood Pressure Prediction via Recurrent Models with Contextual Layer, In Proceedings of the 26th International World Wide Web Conference (WWW), 2017, 第 2 作者(27) Multi-view Clustering via Unified and View Specific Embeddings Learning, IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2017, 第 2 作者(28) Coupled Topic Model for Collaborative Filtering with User-Generated Content, IEEE Transactions on Human-Machine Systems (THMS), 2016, 第 1 作者(29) Contextual Operation for Recommender Systems, IEEE Transactions on Knowledge and Data Engineering (TKDE), 2016, 第 1 作者(30) Context-aware Sequential Recommendation, In Proceedings of the IEEE International Conference on Data Mining (ICDM), 2016, 第 2 作者(31) Personalized Ranking with Pairwise Factorization Machines, Neurocomputing, 2016, 第 2 作者(32) A Dynamic Recurrent Model for Next Basket Recommendation, In Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2016, 第 3 作者(33) Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts, In Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence (AAAI), 2016, 第 2 作者(34) Adaptive Pairwise Learning for Personalized Ranking with Content and Implicit Feedback, In Proceedings of the 2015 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT, Oral and Poster), 2015, 第 2 作者(35) Incomplete Multi-view Clustering via Subspace Learning, In Proceedings of the 24th ACM International Conference on Information and Knowledge Management (CIKM, Oral), 2015, 第 2 作者(36) Collaborative Prediction for Multi-entity Interaction With Hierarchical Representation, In Proceedings of the 24th ACM International Conference on Information and Knowledge Management (CIKM, Oral), 2015, 第 2 作者(37) Social-Relational Topic Model for Social Networks, In Proceedings of the 24th ACM International Conference on Information and Knowledge Management (CIKM), 2015, 第 2 作者(38) A Convolutional Click Prediction Model, In Proceedings of the 24th ACM International Conference on Information and Knowledge Management (CIKM), 2015, 第 3 作者(39) Non-intrusive Sleep Pattern Recognition with Ubiquitous Sensing in Elderly Assistive Environment, Frontiers of Computer Science, 2015, 第 2 作者(40) COT: Contextual Operating Tensor for Context-aware Recommender Systems, In Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI, Oral), 2015, 第 2 作者(41) Multi-view Clustering via Pairwise Sparse Subspace Representation, Neurocomputing, 2015, 第 2 作者(42) Information-theoretic Outlier Detection for large-scale Categorical Data, IEEE Transactions on Knowledge and Data Engineering (TKDE), 2013, 第 1 作者