Guogang Liao

2024

doi dblp
User Response Modeling in Reinforcement Learning for Ads Allocation.
Zhiyuan Zhang|Qichao Zhang|Xiaoxu Wu|Xiaowen Shi|Guogang Liao|Yongkang Wang|Xingxing Wang|Dongbin Zhao
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

doi dblp
MDDL: A Framework for Reinforcement Learning-based Position Allocation in Multi-Channel Feed.
Xiaowen Shi|Ze Wang|Yuanying Cai|Xiaoxu Wu|Fan Yang|Guogang Liao|Yongkang Wang|Xingxing Wang|Dong Wang
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023

2022

doi dblp
Learning List-wise Representation in Reinforcement Learning for Ads Allocation with Multiple Auxiliary Tasks.
Ze Wang|Guogang Liao|Xiaowen Shi|Xiaoxu Wu|Chuheng Zhang|Yongkang Wang|Xingxing Wang|Dong Wang
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi dblp
Hybrid Transfer in Deep Reinforcement Learning for Ads Allocation.
Ze Wang|Guogang Liao|Xiaowen Shi|Xiaoxu Wu|Chuheng Zhang|Bingqi Zhu|Yongkang Wang|Xingxing Wang|Dong Wang
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi dblp
Deep Page-Level Interest Network in Reinforcement Learning for Ads Allocation.
Guogang Liao|Xiaowen Shi|Ze Wang|Xiaoxu Wu|Chuheng Zhang|Yongkang Wang|Xingxing Wang|Dong Wang
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
doi dblp
Cross DQN: Cross Deep Q Network for Ads Allocation in Feed.
Guogang Liao|Ze Wang|Xiaoxu Wu|Xiaowen Shi|Chuheng Zhang|Yongkang Wang|Xingxing Wang|Dong Wang
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022