Huichu Zhang

According to our database, Huichu Zhang authored at least 9 papers between 2015 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

PlanLight: Learning to Optimize Traffic Signal Control With Planning and Iterative Policy Improvement.

Huichu Zhang, Markos Kafouros, Yong Yu

IEEE Access, 2020

GeneraLight: Improving Environment Generalization of Traffic Signal Control via Meta Reinforcement Learning.

Huichu Zhang, Chang Liu, Weinan Zhang, Guanjie Zheng, Yong Yu

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

CityFlow: A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario.

Huichu Zhang, Siyuan Feng, Chang Liu, Yaoyao Ding, Yichen Zhu, Zihan Zhou, Weinan Zhang, Yong Yu, Haiming Jin, Zhenhui Li

Proceedings of the World Wide Web Conference, 2019

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, 2019

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, 2019

2018

pg-Causality: Identifying Spatiotemporal Causal Pathways for Air Pollutants with Urban Big Data.

Julie Yixuan Zhu, Chao Zhang, Huichu Zhang, Shi Zhi, Victor O. K. Li, Jiawei Han, Yu Zheng

IEEE Trans. Big Data, 2018

Detecting Urban Anomalies Using Multiple Spatio-Temporal Data Sources.

Huichu Zhang, Yu Zheng, Yong Yu

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

2015

Detecting collective anomalies from multiple spatio-temporal datasets across different domains.

Yu Zheng, Huichu Zhang, Yong Yu

Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

Traffic prediction in a bike-sharing system.

Yexin Li, Yu Zheng, Huichu Zhang, Lei Chen

Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015