Long Xia
Long Xia
Research Scientist, Baidu
E-mail confirmado em baidu.com
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Deep reinforcement learning for page-wise recommendations
X Zhao, L Xia, L Zhang, Z Ding, D Yin, J Tang
Proceedings of the 12th ACM Conference on Recommender Systems, 95-103, 2018
1382018
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
1292018
Deep reinforcement learning for list-wise recommendations
X Zhao, L Zhang, L Xia, Z Ding, D Yin, J Tang
arXiv preprint arXiv:1801.00209, 2017
732017
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
492015
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
452019
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
442017
" 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
37*2019
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
372016
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
272020
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
272020
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
182020
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
172017
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
142019
Toward simulating environments in reinforcement learning based recommendations
X Zhao, L Xia, L Zou, D Yin, J Tang
arXiv preprint arXiv:1906.11462, 2019
132019
KERL: A knowledge-guided reinforcement learning model for sequential recommendation
P Wang, Y Fan, L Xia, WX Zhao, S Niu, J Huang
Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020
92020
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
42020
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
42019
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
12020
Data-Efficient Reinforcement Learning for Malaria Control
L Zou, L Xia, L Hou, X Zhao, D Yin
arXiv preprint arXiv:2105.01620, 2021
2021
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
2021
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