Guanjie Zheng

发表

Diagnosing Reinforcement Learning for Traffic Signal Control pdf

Nan Xu, Zhenhui Li, Hua Wei, 2019, ArXiv.

Recent Advances in Reinforcement Learning for Traffic Signal Control

Guanjie Zheng, Hua Wei, 2021, SIGKDD Explor..

Deep Reinforcement Learning for Traffic Signal Control along Arterials

Guanjie Zheng, Hua Wei, Zhengyao Yu, 2019 .

Scientist-Nonscientist Teams Explore Methane Sources in Streams Near Oil/Gas Development

Anna K. Wendt, Guanjie Zheng, Z. Li, 2018, Journal of Contemporary Water Research & Education.

Using a neural network - Physics-based hybrid model to predict soil reaction fronts

Guanjie Zheng, J. Bandstra, S. Brantley, 2022, Comput. Geosci..

Objective-aware Traffic Simulation via Inverse Reinforcement Learning

Guanjie Zheng, Kai Xu, Z. Li, 2021, IJCAI.

Assessing Environmental Impacts of Shale-gas Development in an Area of Hydraulic Fracturing

Guanjie Zheng, Z. Li, S. Brantley, 2017 .

CTRL: Cooperative Traffic Tolling via Reinforcement Learning

Guanjie Zheng, Yiheng Wang, Hexi Jin, 2022, CIKM.

CBLab: Scalable Traffic Simulation with Enriched Data Supporting

Guanjie Zheng, Z. Li, Yicheng Liu, 2022, ArXiv.

Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction

Xianfeng Tang, Hua Wei, Zhenhui Li, 2018, AAAI.

Big Groundwater Data Sets Reveal Possible Rare Contamination Amid Otherwise Improved Water Quality for Some Analytes in a Region of Marcellus Shale Development.

Guanjie Zheng, Tao Wen, Xianzeng Niu, 2018, Environmental science & technology.

DRN: A Deep Reinforcement Learning Framework for News Recommendation

Nicholas Jing Yuan, Xing Xie, Yang Xiang, 2018, WWW.

Rebuilding City-Wide Traffic Origin Destination from Road Speed Data

Guanjie Zheng, Chang Liu, Guanjie Zheng, 2021, 2021 IEEE 37th International Conference on Data Engineering (ICDE).

HMES: A Scalable Human Mobility and Epidemic Simulation System with Fast Intervention Modeling

Guanjie Zheng, Hua Wei, Z. Li, 2023, ArXiv.

IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control

Zhenhui Li, Huaxiu Yao, Hua Wei, 2018, KDD.

A Survey on Traffic Signal Control Methods pdf

Vikash V. Gayah, Zhenhui Li, Hua Wei, 2019, ArXiv.

MetaLight: Value-Based Meta-Reinforcement Learning for Traffic Signal Control

Kai Xu, Nan Xu, Xinshi Zang, 2020, AAAI.

Learning to Simulate Vehicle Trajectories from Demonstrations

Kai Xu, Zhenhui Li, Guanjie Zheng, 2020, 2020 IEEE 36th International Conference on Data Engineering (ICDE).

Toward A Thousand Lights: Decentralized Deep Reinforcement Learning for Large-Scale Traffic Signal Control

Ming Yang, Kai Xu, Nan Xu, 2020, AAAI.

PressLight: Learning Max Pressure Control to Coordinate Traffic Signals in Arterial Network

Kai Xu, Vikash V. Gayah, Zhenhui Li, 2019, KDD.

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.

Learning Traffic Signal Control from Demonstrations

Kai Xu, Zhenhui Li, Guanjie Zheng, 2019, CIKM.

CBLab: Supporting the Training of Large-scale Traffic Control Policies with Scalable Traffic Simulation

Guanjie Zheng, Z. Li, Yicheng Liu, 2022, KDD.

CoLight

Weinan Zhang, Guanjie Zheng, Xinshi Zang, 2019, Proceedings of the 28th ACM International Conference on Information and Knowledge Management.

PressLight

Guanjie Zheng, Hua Wei, Z. Li, 2019, Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining.

IntelliLight

Guanjie Zheng, Hua Wei, Z. Li, 2018, Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining.

Targeted Knowledge Transfer for Learning Traffic Signal Plans

Kai Xu, Nan Xu, Yanmin Zhu, 2019, PAKDD.

Modeling Spatial-Temporal Dynamics for Traffic Prediction pdf

Xianfeng Tang, Zhenhui Li, Hua Wei, 2018, ArXiv.

Detecting anomalous methane in groundwater within hydrocarbon production areas across the United States.

Guanjie Zheng, S. Brantley, T. Wen, 2021, Water research.

Targeted Source Detection for Environmental Data pdf

Zhenhui Li, Hongjian Wang, Mengqi Liu, 2019, ArXiv.

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

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

Multiplex Heterogeneous Graph Neural Network with Behavior Pattern Modeling

Guanjie Zheng, Junyu Dong, Yanwei Yu, 2023, KDD.

Contextual Spatial Outlier Detection with Metric Learning

Zhenhui Li, Susan L. Brantley, Guanjie Zheng, 2017, KDD.

Knowledge-based Residual Learning

Guanjie Zheng, Porter Jenkins, Chacha Chen, 2021, IJCAI.

DRN: A Deep Reinforcement Learning Framework for News Recommendation

Nicholas Jing Yuan, Xing Xie, Fuzheng Zhang, 2018, WWW.

Uncertainty-aware Traffic Prediction under Missing Data

Guanjie Zheng, Hua Wei, Hao Mei, 2023, ArXiv.

Learning to Route via Theory-Guided Residual Network pdf

Guanjie Zheng, Chang Liu, Zhenhui Li, 2021, ArXiv.

Discovery of Causal Time Intervals

Zhenhui Li, Lingzhou Xue, Guanjie Zheng, 2017, SDM.

CTRL: Cooperative Traffic Tolling via Reinforcement Learning

Guanjie Zheng, Yiheng Wang, Hexi Jin, 2022, CIKM.