Guogang Liao

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 14

Top Topics

Temporal Difference

Reinforcement Learning

Online Advertising

Previously Learned

Top Venues

Publications

Zhiyuan Zhang, Qichao Zhang, Xiaoxu Wu, Xiaowen Shi, Guogang Liao, Yongkang Wang, Xingxing Wang, Dongbin Zhao
User Response Modeling in Reinforcement Learning for Ads Allocation. WWW (Companion Volume) (2024)
Xiaowen Shi, Fan Yang, Ze Wang, Xiaoxu Wu, Muzhi Guan, Guogang Liao, Yongkang Wang, Xingxing Wang, Dong Wang
PIER: Permutation-Level Interest-Based End-to-End Re-ranking Framework in E-commerce. CoRR (2023)
Xiaowen Shi, Ze Wang, Yuanying Cai, Xiaoxu Wu, Fan Yang, Guogang Liao, Yongkang Wang, Xingxing Wang, Dong Wang
MDDL: A Framework for Reinforcement Learning-based Position Allocation in Multi-Channel Feed. SIGIR (2023)
Xiaowen Shi, Fan Yang, Ze Wang, Xiaoxu Wu, Muzhi Guan, Guogang Liao, Yongkang Wang, Xingxing Wang, Dong Wang
PIER: Permutation-Level Interest-Based End-to-End Re-ranking Framework in E-commerce. KDD (2023)
Xiaowen Shi, Ze Wang, Yuanying Cai, Xiaoxu Wu, Fan Yang, Guogang Liao, Yongkang Wang, Xingxing Wang, Dong Wang
MDDL: A Framework for Reinforcement Learning-based Position Allocation in Multi-Channel Feed. CoRR (2023)
Guogang Liao, Ze Wang, Xiaoxu Wu, Xiaowen Shi, Chuheng Zhang, Yongkang Wang, Xingxing Wang, Dong Wang
Cross DQN: Cross Deep Q Network for Ads Allocation in Feed. WWW (2022)
Ze Wang, Guogang Liao, Xiaowen Shi, Xiaoxu Wu, Chuheng Zhang, Yongkang Wang, Xingxing Wang, Dong Wang
Learning List-wise Representation in Reinforcement Learning for Ads Allocation with Multiple Auxiliary Tasks. CIKM (2022)
Ze Wang, Guogang Liao, Xiaowen Shi, Xiaoxu Wu, Chuheng Zhang, Bingqi Zhu, Yongkang Wang, Xingxing Wang, Dong Wang
Hybrid Transfer in Deep Reinforcement Learning for Ads Allocation. CIKM (2022)
Guogang Liao, Xiaowen Shi, Ze Wang, Xiaoxu Wu, Chuheng Zhang, Yongkang Wang, Xingxing Wang, Dong Wang
Deep Page-Level Interest Network in Reinforcement Learning for Ads Allocation. SIGIR (2022)
Guogang Liao, Ze Wang, Xiaowen Shi, Xiaoxu Wu, Chuheng Zhang, Bingqi Zhu, Yongkang Wang, Xingxing Wang, Dong Wang
Hybrid Transfer in Deep Reinforcement Learning for Ads Allocation. CoRR (2022)
Guogang Liao, Xuejian Li, Ze Wang, Fan Yang, Muzhi Guan, Bingqi Zhu, Yongkang Wang, Xingxing Wang, Dong Wang
NMA: Neural Multi-slot Auctions with Externalities for Online Advertising. CoRR (2022)
Guogang Liao, Ze Wang, Xiaowen Shi, Xiaoxu Wu, Chuheng Zhang, Yongkang Wang, Xingxing Wang, Dong Wang
Learning List-wise Representation in Reinforcement Learning for Ads Allocation with Multiple Auxiliary Tasks. CoRR (2022)
Guogang Liao, Xiaowen Shi, Ze Wang, Xiaoxu Wu, Chuheng Zhang, Yongkang Wang, Xingxing Wang, Dong Wang
Deep Page-Level Interest Network in Reinforcement Learning for Ads Allocation. CoRR (2022)
Guogang Liao, Ze Wang, Xiaoxu Wu, Xiaowen Shi, Chuheng Zhang, Yongkang Wang, Xingxing Wang, Dong Wang
Cross DQN: Cross Deep Q Network for Ads Allocation in Feed. CoRR (2021)