Guanjie Zheng

2024

doi dblp
MTSCI: A Conditional Diffusion Model for Multivariate Time Series Consistent Imputation.
Jianping Zhou|Junhao Li|Guanjie Zheng|Xinbing Wang|Chenghu Zhou
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024

2023

doi dblp
Cross-city Few-Shot Traffic Forecasting via Traffic Pattern Bank.
Zhanyu Liu|Guanjie Zheng|Yanwei Yu
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

2022

doi dblp
CTRL: Cooperative Traffic Tolling via Reinforcement Learning.
Yiheng Wang|Hexi Jin|Guanjie Zheng
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

2020

doi dblp
GeneraLight: Improving Environment Generalization of Traffic Signal Control via Meta Reinforcement Learning.
Huichu Zhang|Chang Liu|Weinan Zhang|Guanjie Zheng|Yong Yu
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

2019

doi dblp
CoLight: Learning Network-level Cooperation for Traffic Signal Control.
Hua Wei|Nan Xu|Huichu Zhang|Guanjie Zheng|Xinshi Zang|Chacha Chen|Weinan Zhang|Yanmin Zhu|Kai Xu|Zhenhui Li
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
doi dblp
Learning Traffic Signal Control from Demonstrations.
Yuanhao Xiong|Guanjie Zheng|Kai Xu|Zhenhui Li
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
doi dblp
Learning Phase Competition for Traffic Signal Control.
Guanjie Zheng|Yuanhao Xiong|Xinshi Zang|Jie Feng|Hua Wei|Huichu Zhang|Yong Li|Kai Xu|Zhenhui Li
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.

2018

doi dblp
DRN: A Deep Reinforcement Learning Framework for News Recommendation.
Guanjie Zheng|Fuzheng Zhang|Zihan Zheng|Yang Xiang|Nicholas Jing Yuan|Xing Xie|Zhenhui Li
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018