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
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
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
A Transformer-Based User Satisfaction Prediction for Proactive Interaction Mechanism in DuerOS
Wei Shen | Xiaonan He | Chuheng Zhang | Xuyun Zhang | Jian Xie
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
Imitation Learning to Outperform Demonstrators by Directly Extrapolating Demonstrations
Yuanying Cai | Chuheng Zhang | Wei Shen | Xiaonan He | Xuyun Zhang | Longbo Huang
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 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

2021

doi dblp
Inductive Matrix Completion Using Graph Autoencoder
Wei Shen | Chuheng Zhang | Yun Tian | Liang Zeng | Xiaonan He | Wanchun Dou | Xiaolong Xu
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

2020

doi dblp
Auxiliary-task Based Deep Reinforcement Learning for Participant Selection Problem in Mobile Crowdsourcing
Wei Shen | Xiaonan He | Chuheng Zhang | Qiang Ni | Wanchun Dou | Yan Wang
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020