Huichu Zhang

Learning Phase Competition for Traffic Signal Control

Yong Li, Zhenhui Li, Jie Feng, 2019, CIKM.

CoLight: Learning Network-level Cooperation for Traffic Signal Control

Nan Xu, Weinan Zhang, Yanmin Zhu, 2019, CIKM.

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

Yu Zheng, Jiawei Han, Chao Zhang, 2016, ArXiv.

Detecting Urban Anomalies Using Multiple Spatio-Temporal Data Sources

Yu Zheng, Yong Yu, Huichu Zhang, 2018, Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..

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

Yu Zheng, Yong Yu, Huichu Zhang, 2015, SIGSPATIAL/GIS.

Traffic prediction in a bike-sharing system

Yu Zheng, Lei Chen, Huichu Zhang, 2015, SIGSPATIAL/GIS.

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

Weinan Zhang, Yong Yu, Chang Liu, 2020, CIKM.

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

Yong Yu, Huichu Zhang, Markos Kafouros, 2020, IEEE Access.

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

Zihan Zhou, Weinan Zhang, Siyuan Feng, 2019, WWW.