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 | 278 | 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 | 131 | 2020 |
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 | 130 | 2020 |
Deep multifaceted transformers for multi-objective ranking in large-scale e-commerce recommender systems Y Gu, Z Ding, S Wang, L Zou, Y Liu, D Yin Proceedings of the 29th ACM International Conference on Information …, 2020 | 110 | 2020 |
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 | 82 | 2020 |
Enhanced doubly robust learning for debiasing post-click conversion rate estimation S Guo, L Zou, Y Liu, W Ye, S Cheng, S Wang, H Chen, D Yin, Y Chang Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021 | 69 | 2021 |
Pre-trained language model based ranking in Baidu search L Zou, S Zhang, H Cai, D Ma, S Cheng, S Wang, D Shi, Z Cheng, D Yin Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 68 | 2021 |
CTRec: A long-short demands evolution model for continuous-time recommendation T Bai, L Zou, WX Zhao, P Du, W Liu, JY Nie, JR Wen Proceedings of the 42nd international ACM SIGIR conference on research and …, 2019 | 65 | 2019 |
A survey on reinforcement learning for recommender systems Y Lin, Y Liu, F Lin, L Zou, P Wu, W Zeng, H Chen, C Miao IEEE Transactions on Neural Networks and Learning Systems, 2023 | 63 | 2023 |
Toward simulating environments in reinforcement learning based recommendations X Zhao, L Xia, L Zou, D Yin, J Tang arXiv preprint arXiv:1906.11462, 2019 | 32 | 2019 |
Reinforcement learning to diversify top-n recommendation L Zou, L Xia, Z Ding, D Yin, J Song, W Liu Database Systems for Advanced Applications: 24th International Conference …, 2019 | 30 | 2019 |
Spatio-temporal relation and attention learning for facial action unit detection Z Shao, L Zou, J Cai, Y Wu, L Ma arXiv e-prints, arXiv: 2001.01168, 2020 | 28 | 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 | 24 | 2021 |
Context aware matrix factorization for event recommendation in event-based social networks Y Gu, J Song, W Liu, L Zou, Y Yao 2016 IEEE/WIC/ACM International Conference on Web Intelligence (WI), 248-255, 2016 | 24 | 2016 |
A large scale search dataset for unbiased learning to rank L Zou, H Mao, X Chu, J Tang, W Ye, S Wang, D Yin Thirty-sixth Conference on Neural Information Processing Systems Datasets …, 2022 | 20 | 2022 |
HLGPS: a home location global positioning system in location-based social networks Y Gu, J Song, W Liu, L Zou 2016 IEEE 16th International Conference on Data Mining (ICDM), 901-906, 2016 | 17 | 2016 |
User Retention-oriented Recommendation with Decision Transformer K Zhao, L Zou, X Zhao, M Wang Proceedings of the ACM Web Conference 2023, Pages 1141–1149, 2023 | 16 | 2023 |
STRec: Sparse transformer for sequential recommendations C Li, Y Wang, Q Liu, X Zhao, W Wang, Y Wang, L Zou, W Fan, Q Li Proceedings of the 17th ACM Conference on Recommender Systems, 101-111, 2023 | 15 | 2023 |
Pre-trained language model-based retrieval and ranking for web search L Zou, W Lu, Y Liu, H Cai, X Chu, D Ma, D Shi, Y Sun, Z Cheng, S Gu, ... ACM Transactions on the Web 17 (1), 1-36, 2022 | 14 | 2022 |
H-ERNIE: A multi-granularity pre-trained language model for web search X Chu, J Zhao, L Zou, D Yin Proceedings of the 45th International ACM SIGIR conference on research and …, 2022 | 14 | 2022 |