General
   

Research Areas

Machine Learning for Information Retrieval, Scientific Computing, Medical and Health

Publications

   
Papers

(1) Unify the Usage of Lexicon in Chinese Named Entity Recognition, DASFAA2023
(2) Incorporating Explicit Knowledge in Pre-trained Language Models for Passage Re-ranking, Proceedings of the 45th international ACM SIGIR conference on Research and development in information retrieval, SIGIR 2022
(3) Disentangled Graph Recurrent Network for Document Ranking, Data Science and Engineering, 2022
(4) Latent Graph Recurrent Network for Document Ranking, Database Systems for Advanced Applications - 26th International Conference, DASFAA 2021
(5) Consistent Inference for Dialogue Relation Extraction, Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI-21), 2021
(6) Position Enhanced Mention Graph Attention Network for Dialogue Relation Extraction, Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2021
(7) Legal Judgment Prediction via Relational Learning, Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2021
(8) A Multi-Scale Temporal Dynamic Model for Sequential Recommendation with Clockwork RNN, 2020
(9) Learning to Rank Entities from Dual Feature Spaces,2020
(10) Robust Sequence Embedding for Recommendation, Proceeding of he 13th International Conference on Knowledge Science, Engineering and Management (KSEM2020)
(11) Hierarchical Region Learning for Nested Named Entity Recognition, Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings, EMNLP 2020
(12) Modeling Temporal Dynamics of Users' Purchase Behaviors for Next Basket Prediction, Modeling Temporal Dynamics of Users' Purchase Behaviors for Next Basket Prediction, JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2019
(13) Hierarchical Matching Network for Crime Classification, PROCEEDINGS OF THE 42ND INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL, SIGIR2019
(14) Improving Variational Encoder-Decoders in Dialogue Generation, THIRTY-SECOND AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTIETH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / EIGHTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2018
(15) K-plet Recurrent Neural Networks for Sequential Recommendation, ACM/SIGIR PROCEEDINGS 2018
(16) Modeling Dynamic Pairwise Attention for Crime Classification over Legal Articles, ACM/SIGIR PROCEEDINGS 2018
(17) A Conditional Variational Framework for Dialog Generation, PROCEEDINGS OF THE 55TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2017), VOL 2, 2017
(18) Listwise Multi-Kernel Similarity Learning Algorithm for Similar Mobile App Recommendation, 2017
(19) Collaborative Sequence Prediction for Sequential Recommender, CIKM'17: PROCEEDINGS OF THE 2017 ACM CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, 2017
(20) Wake-Sleep Variational Autoencoders for Language Modeling, Proceedings of International Conference on Neural Information Processing(ICONIP2017), 2017
(21) Bridging Semantic Gap Between App Names: Collective Matrix Factorization for Similar Mobile App Recommendation, WEB INFORMATION SYSTEMS ENGINEERING - WISE 2016, PT II, 2016
(22) Which noise affects algorithm robustness for learning to rank, INFORMATION RETRIEVAL JOURNAL, 2015
(23) Listwise Approach for Rank Aggregation in Crowdsourcing, WSDM'15: PROCEEDINGS OF THE EIGHTH ACM INTERNATIONAL CONFERENCE ON WEB SEARCH AND DATA MINING, 2015
(24) Detect Similar Mobile Applications with Transfer Learning, 2015 IEEE INTERNATIONAL CONFERENCE ON SMART CITY/SOCIALCOM/SUSTAINCOM (SMARTCITY), 2015
(25) DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset


Students

已指导学生

黄海龙  硕士研究生  081202-计算机软件与理论  

董骞  硕士研究生  081203-计算机应用技术  

现指导学生

蔺昭  硕士研究生  085405-软件工程  

周星宇  硕士研究生  085405-软件工程