| Deep reinforcement learning for list-wise recommendations X Zhao, L Zhang, L Xia, Z Ding, D Yin, J Tang 1st Workshop on Deep Reinforcement Learning for Knowledge Discovery (RL4KD'2019), 2017 | 283* | 2017 |
| Recommendations with negative feedback via pairwise deep reinforcement learning X Zhao, L Zhang, Z Ding, L Xia, J Tang, D Yin Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018 | 218 | 2018 |
| Reinforcement learning to optimize long-term user engagement in recommender systems L Zou, L Xia, Z Ding, J Song, W Liu, D Yin Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019 | 95 | 2019 |
| " Deep reinforcement learning for search, recommendation, and online advertising: a survey" by Xiangyu Zhao, Long Xia, Jiliang Tang, and Dawei Yin with Martin Vesely as coordinator X Zhao, L Xia, J Tang, D Yin ACM sigweb newsletter, 1-15, 2019 | 63* | 2019 |
| Pseudo Dyna-Q: A reinforcement learning framework for interactive recommendation L Zou, L Xia, P Du, Z Zhang, T Bai, W Liu, JY Nie, D Yin Proceedings of the 13th International Conference on Web Search and Data …, 2020 | 62 | 2020 |
| Adapting Markov decision process for search result diversification L Xia, J Xu, Y Lan, J Guo, W Zeng, X Cheng Proceedings of the 40th International ACM SIGIR Conference on Research and …, 2017 | 59 | 2017 |
| Learning maximal marginal relevance model via directly optimizing diversity evaluation measures L Xia, J Xu, Y Lan, J Guo, X Cheng Proceedings of the 38th international ACM SIGIR conference on research and …, 2015 | 57 | 2015 |
| Neural interactive collaborative filtering L Zou, L Xia, Y Gu, X Zhao, W Liu, JX Huang, D Yin Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020 | 49 | 2020 |
| Modeling document novelty with neural tensor network for search result diversification L Xia, J Xu, Y Lan, J Guo, X Cheng Proceedings of the 39th International ACM SIGIR conference on Research and …, 2016 | 46 | 2016 |
| Whole-chain recommendations X Zhao, L Xia, L Zou, H Liu, D Yin, J Tang Proceedings of the 29th ACM international conference on information …, 2020 | 42 | 2020 |
| KERL: A knowledge-guided reinforcement learning model for sequential recommendation P Wang, Y Fan, L Xia, WX Zhao, SZ Niu, J Huang Proceedings of the 43rd International ACM SIGIR conference on research and …, 2020 | 38 | 2020 |
| Usersim: User simulation via supervised generativeadversarial network X Zhao, L Xia, L Zou, H Liu, D Yin, J Tang Proceedings of the Web Conference 2021, 3582-3589, 2021 | 23* | 2021 |
| Directly optimize diversity evaluation measures: a new approach to search result diversification J Xu, L Xia, Y Lan, J Guo, X Cheng ACM Transactions on Intelligent Systems and Technology (TIST) 8 (3), 1-26, 2017 | 22 | 2017 |
| Reinforcement learning to diversify top-n recommendation L Zou, L Xia, Z Ding, D Yin, J Song, W Liu International Conference on Database Systems for Advanced Applications, 104-120, 2019 | 17 | 2019 |
| Reinforcement learning to rank with pairwise policy gradient J Xu, Z Wei, L Xia, Y Lan, D Yin, X Cheng, JR Wen Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020 | 13 | 2020 |
| Neural feature-aware recommendation with signed hypergraph convolutional network X Chen, K Xiong, Y Zhang, L Xia, D Yin, JX Huang ACM Transactions on Information Systems (TOIS) 39 (1), 1-22, 2020 | 10 | 2020 |
| Reinforcement recommendation with user multi-aspect preference X Chen, Y Du, L Xia, J Wang Proceedings of the Web Conference 2021, 425-435, 2021 | 5 | 2021 |
| Pattern-enhanced Contrastive Policy Learning Network for Sequential Recommendation. X Tong, P Wang, C Li, L Xia, S Niu IJCAI, 1593-1599, 2021 | 4 | 2021 |
| Off-policy learning for multiple loggers L He, L Xia, W Zeng, ZM Ma, Y Zhao, D Yin Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019 | 4 | 2019 |
| Are topics interesting or not? An LDA-based topic-graph probabilistic model for web search personalization J Zhao, JX Huang, H Deng, Y Chang, L Xia ACM Transactions on Information Systems (TOIS) 40 (3), 1-24, 2021 | 2 | 2021 |
Dawei YinSenior Director of Search Science at Baidu, Inc.Verified email at baidu.com
