发表论文
(1) Multi-Task Learning and Reinforcement Learning for Personalized Dialogue Generation: An Empirical Study, IEEE Transactions on Neural Networks and Learning Systems (中科院一区, IF: 11.683), 2020, 第 1 作者(2) Modeling Relation Paths for Knowledge Graph Completion, IEEE Transactions on Knowledge and Data Engineering (通讯作者, CCF A), 2020, 第 5 作者(3) Be Relevant, Non-redundant, Timely: Deep Reinforcement Learning for Real-time Event Summarization, The AAAI Conference on Artificial Intelligence (CCF A), 2020, 第 1 作者(4) Interactive Dual Generative Adversarial Networks for Image Captioning, The AAAI Conference on Artificial Intelligence (通讯作者, CCF A), 2020, 第 7 作者(5) Improving Knowledge-aware Dialogue Generation via Knowledge Base Question Answering, The AAAI Conference on Artificial Intelligence (通讯作者, CCF A), 2020, 第 7 作者(6) Attentive User-engaged Adversarial Neural Network for Community Question Answering, The AAAI Conference on Artificial Intelligence (CCF A), 2020, 第 4 作者(7) Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering, The AAAI Conference on Artificial Intelligence (CCF A), 2020, 第 6 作者(8) Convolutional Hierarchical Attention Network for Query-Focused Video Summarization, The AAAI Conference on Artificial Intelligence (CCF A), 2020, 第 5 作者(9) A Generic Network Compression Framework for Sequential Recommender Systems, SIGIR (通讯作者,CCF A), 2020, 第 3 作者(10) Improving Neural Chinese Word Segmentation with Lexicon-enhanced Adaptive Attention, SIGIR (通讯作者,CCF A), 2020, 第 2 作者(11) Multi-source Domain Adaptation for Sentiment Classification with Granger Causal Inference, SIGIR (CCF A), 2020, 第 1 作者(12) Bridging Hierarchical and Sequential Context Modeling for Question-driven Extractive Answer Summarization, SIGIR (CCF A), 2020, 第 4 作者(13) Enhancing Cross-target Stance Detection with Transferable Semantic-Emotion Knowledge, ACL (CCF A), 2020, 第 2 作者(14) Transition-based Directed Graph Construction for Emotion-Cause Pair Extraction, ACL (CCF A), 2020, 第 5 作者(15) AILA: A Question Answering System in the Legal Domain, IJCAI (通讯作者, CCF A), 2020, 第 4 作者(16) Plausibility-promoting Generative Adversarial Network for Abstractive Text Summarization with Multi-task Constraint, Information Sciences (中科院一区, IF: 5.524), 2020, 第 1 作者(17) A Semi-Supervised Model for Knowledge Graph Embedding, Data Mining and Knowledge Discovery (CCF B), 2019, 第 3 作者(18) NAIRS: A Neural Attentive Interpretable Recommendation System, ACM International Conference on Web Search and Data Mining (CCF B, 通讯作者), 2019, 第 3 作者(19) Answer-enhanced Path-aware Relation Detection over Knowledge Base, The 42nd International ACM SIGIR Conference on Research & Development in Information Retrieval (CCF A), 2019, 第 2 作者(20) An Advanced Deep Generative Framework for Temporal Link Prediction in Dynamic Networks, IEEE Transactions on Cybernetics (中科院一区, IF: 10.387), 2019, 第 1 作者(21) Hierarchical Human-like Strategy for Aspect-level Sentiment classification with Sentiment Linguistic Knowledge and Reinforcement Learning, Neural Networks (中科院一区, IF: 5.875), 2019, 第 1 作者(22) Discovering Author Interest Evolution in Order-sensitive and Semantic-aware Topic Modeling, Information Sciences (中科院一区, IF: 5.524), 2019, 第 1 作者(23) Neural Attentive Network for Cross-Domain Aspect-level Sentiment Classification, IEEE Transactions on Affective Computing (中科院二区, IF: 6.288), 2019, 第 1 作者(24) Advanced Community Question Answering by Leveraging External Knowledge and Multi-task Learning, Knowledge-Based Systems (中科院二区, IF: 5.10), 2019, 第 1 作者(25) Leveraging Long and Short-term Information in Content-aware Movie Recommendation via Adversarial Training, IEEE Transactions on Cybernetics (通讯作者, 中科院一区, IF: 10.387), 2019, 第 3 作者(26) Knowledge-enhanced Hierarchical Attention for Community Question Answering with Multi-task and Adaptive Learning, International Joint Conference on Artificial Intelligence (IJCAI) (CCF A), 2019, 第 1 作者(27) Exploring Human-Like Reading Strategy for Abstractive Text Summarization, The AAAI Conference on Artificial Intelligence (AAAI) (CCF A), 2019, 第 1 作者(28) A Human-like Semantic Cognition Network for Aspect-level Sentiment Classification, The AAAI Conference on Artificial Intelligence (AAAI) (CCF A), 2019, 第 3 作者(29) Multi- Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering, The AAAI Conference on Artificial Intelligence (AAAI) (CCF A), 2019, 第 4 作者(30) GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks, IEEE International Conference on Computer Communications (IEEE INFOCOM) (通讯作者,CCF A), 2019, 第 5 作者(31) TWCC: Automated Two-way Subspace Weighting Partitional Co-Clustering, Pattern Recognition (中科院二区, IF:3.692), 2018, 第 2 作者(32) PurTreeClust: A Clustering Algorithm for Customer Segmentation from Massive Customer Transaction Data, IEEE Transactions on Knowledge and Data Engineering (CCF A), 2018, 第 3 作者(33) Context-based prediction for road traffic state using trajectory pattern mining and recurrent convolutional neural networks, Information Sciences (中科院一区, IF: 4.305), 2018, 第 3 作者(34) A Novel Approach for Entity Resolution in Scientific Documents using a Context Graph, Information Sciences (中科院一区, IF: 4.305), 2018, 第 4 作者(35) Multi-task Learning for Author Profiling with Hierarchical Features, The 27th International World Wide Web Conference (WWW) (CCF A, 通讯作者), 2018, 第 3 作者(36) Aspect and Sentiment Aware Abstractive Review Summarization, The 27th International Conference on Computational Linguistics (COLING) (CCF B), 2018, 第 1 作者(37) Investigating Deep Reinforcement Learning Techniques in Personalized Dialogue Generation, The SIAM International Conference on Data Mining (SDM) (CCF B), 2018, 第 1 作者(38) Investigating Capsule Networks with Dynamic Routing for Text Classification, International Conference on Empirical Methods in Natural Language Processing (EMNLP) (CCF B, 通讯作者), 2018, 第 3 作者(39) Spectral Clus- tering of Large-scale Data by Directly Solving Normalized Cut, The 24rd SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) (CCF A), 2018, 第 5 作者(40) Improving Automatic Source Code Summarization via Deep Reinforcement Learning, The 33rd IEEE/ACM International Conference on Automated Software Engineering (ASE) (CCF A), 2018, 第 3 作者(41) Attentional Image Retweet Modeling via Multi-Faceted Ranking Network Learning, International Joint Conference on Artificial Intelligence (IJCAI) (CCF A, 通讯作者), 2018, 第 4 作者(42) Ontology Evaluation with Path-based Text-aware Entropy Computation, The 41th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) (CCF A), 2018, 第 3 作者(43) Knowledge-aware Attentive Neural Network for Ranking Question Answer Pairs, The 41th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) (CCF A), 2018, 第 3 作者(44) A Multi-sentiment-resource Enhanced Attention Network for Sentiment Classification, The 56nd Annual Meeting of the Association for Compu- tational Linguistics (ACL) (CCF A), 2018, 第 3 作者(45) Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge, The 27th Inter- national Conference on Computational Linguistics (COLING) (CCF B), 2018, 第 3 作者(46) Personalized Response Generation by Dual-learning based Domain Adaptation, Neural Networks (中科院一区, IF: 7.197), 2018, 第 1 作者(47) Multitask Learning for Cross-domain Image Captioning, IEEE Transactions on Multimedia (中科院二区, IF: 3.977), 2018, 第 1 作者(48) Cross-domain Aspect/Sentiment-aware Abstractive Review Summarization by Combining Topic Modeling and Deep Reinforcement Learning, Neural Computing and Applications (IF: 4.213), 2018, 第 1 作者(49) MARES: Mul- titask Learning Algorithm for Web-scale Real-time Event Summarization, World Wide Web Journal (CCF B), 2018, 第 1 作者(50) Feature-enhanced At- tention Network for Target-dependent Sentiment Classification, Neurocomputing (中科院二区, IF:3.241), 2018, 第 1 作者(51) A Topic Drift Model for Authorship Attribution, Neurocomputing (中科院二区, IF:3.241), 2018, 第 1 作者(52) Investment Recommendation by Discovering High-quality Opinions in Investor based Social Networks, Information Systems (通讯作者, CCF B), 2018, 第 2 作者(53) PLASTIC: Pri- oritize Long and Short-term Information in Top-n Recommendation using Adversarial Training, International Joint Conference on Artificial Intelligence (IJCAI) (CCF A, 通讯作者), 2018, 第 5 作者(54) A Multi- task Learning Approach for Image Captioning, International Joint Conference on Artificial Intelligence (IJCAI) (CCF A, 通讯作者), 2018, 第 4 作者(55) Activity Recommendation with Partners, ACM Transactions on the Web (CCF B), 2017, 第 4 作者(56) Subspace Weighting Co-Clustering of Gene Expression Data, IEEE/ACM Transactions on Computational Biology and Bioinformatics (CCF B), 2017, 第 4 作者(57) Personalized Response Generation via Domain Adaptation, The 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) (CCF A), 2017, 第 1 作者(58) Attention-based LSTM for Target-dependent Sentiment Classification, The 29th AAAI Conference on Artificial Intelligence (AAAI) (CCF A), 2017, 第 1 作者(59) Detecting Review Spammer Groups, The29thAAAI Conference on Artificial Intelligence (AAAI ) (CCF A), 2017, 第 1 作者(60) Identifying and Tracking Location-based Sentiment and Topic from Social Media Texts, International Conference on Em- pirical Methods in Natural Language Processing (EMNLP) (CCF B), 2017, 第 1 作者(61) Dual learning for Cross-domain Image Captioning, International Conference on Information and Knowledge Management (CIKM) (CCF B, 通讯作者), 2017, 第 3 作者(62) Learning Max- Margin GeoSocial Multimedia Network Representations for Point-of-Interest Suggesiton, The 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) (CCF A), 2017, 第 4 作者(63) Directly Minimizing Normalized Cut for Large Scale Data, International Joint Conference on Artificial Intelligence (IJCAI) (CCF A), 2017, 第 4 作者(64) Integrating Side Information for Boosting Machine Comprehension, International Conference on Information and Knowledge Management (CIKM) (CCF B), 2017, 第 3 作者(65) Discovering Author Interest Evolution in Topic Modeling, The 39th International ACM SIGIR Conference on Research and Develop- ment in Information Retrieval (SIGIR) (CCF A), 2016, 第 1 作者(66) Investment Recommenda- tion using Investor Opinions in Social Media, The International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) (CCF A), 2016, 第 4 作者(67) Deep Markov Neural Network for Sequential Data Classification, The 53rd Annual Meeting of the Association for Computational Linguistics (ACL) (CCF A), 2015, 第 1 作者(68) Order-sensitive and Semantic-aware Topic Modeling, The Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI) (CCF A), 2015, 第 1 作者(69) LCCT: A Semi-supervised Model for Sentiment Classification, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL) (CCF C), 2015, 第 1 作者(70) A Topic Model for Building Fine-grained Domain-specific Emotion Lexicon, The 52nd Annual Meeting of the Association for Computational Linguistics (ACL) (CCF A), 2014, 第 1 作者(71) Learning Sentiment Lexicon with Supervised Sentiment-aware LDA, The 21st Erupean Conference on Artificial Intelligence (ECAI) (CCF B), 2014, 第 1 作者