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Author

Guanjie Zheng

Observed names: Wenlong Zhang, Zheng, Guanjie
Observed institutions: Pennsylvania State University, Hong Kong Polytechnic University, Shanghai Jiao Tong University, Zhejiang Lab, Hangzhou City University, Zhejiang University
ORCID: 0000-0001-9033-1652
Observed ORCID: 0000-0001-9033-1652
OpenAlex ID: A5105507434
Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction
2019 · Huaxiu Yao, Xianfeng Tang, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 848
IntelliLight
2018 · Hua Wei, Guanjie Zheng, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 697
DRN
2018 · Guanjie Zheng, Fuzheng Zhang, et al. · International World Wide Web Conference (WWW) · 630
PressLight
2019 · Hua Wei, Chacha Chen, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 429
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Toward A Thousand Lights: Decentralized Deep Reinforcement Learning for Large-Scale Traffic Signal Control
2020 · Chacha Chen, Hua Wei, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 424
Learning Phase Competition for Traffic Signal Control
2019 · Guanjie Zheng, Yuanhao Xiong, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 270
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Recent Advances in Reinforcement Learning for Traffic Signal Control
2021 · Hua Wei, Guanjie Zheng, et al. · ACM SIGKDD Explorations Newsletter · 231
A Survey on Traffic Signal Control Methods
2019 · Wei, Hua, Zheng, Guanjie, et al. · arXiv (Cornell University) · 209
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MetaLight: Value-Based Meta-Reinforcement Learning for Traffic Signal Control
2020 · Xinshi Zang, Huaxiu Yao, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 172
Modeling Spatial-Temporal Dynamics for Traffic Prediction.
2018 · Huaxiu Yao, Xianfeng Tang, et al. · arXiv (Cornell University) · 96
Diagnosing Reinforcement Learning for Traffic Signal Control
2019 · Zheng, Guanjie, Zang, Xinshi, et al. · arXiv (Cornell University) · 83
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Big Groundwater Data Sets Reveal Possible Rare Contamination Amid Otherwise Improved Water Quality for Some Analytes in a Region of Marcellus Shale Development
2018 · Tao Wen, Xianzeng Niu, et al. · Environmental Science & Technology · 67
Learning Traffic Signal Control from Demonstrations
2019 · Yuanhao Xiong, Guanjie Zheng, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 57
GeneraLight: Improving Environment Generalization of Traffic Signal Control via Meta Reinforcement Learning
2020 · Huichu Zhang, Chang Liu, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 56
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Contextual Spatial Outlier Detection with Metric Learning
2017 · Guanjie Zheng, Susan L. Brantley, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 48
Detecting anomalous methane in groundwater within hydrocarbon production areas across the United States
2021 · Tao Wen, Mengqi Liu, et al. · Water Research · 27
MetaCity: Data-driven sustainable development of complex cities
2025 · Yunke Zhang, Yuming Lin, et al. · The Innovation · 24
Learning to Simulate Vehicle Trajectories from Demonstrations
2020 · Guanjie Zheng, Hanyang Liu, et al. · IEEE International Conference on Data Engineering (ICDE) · 20
Targeted Knowledge Transfer for Learning Traffic Signal Plans
2019 · Nan Xu, Guanjie Zheng, et al. · Lecture notes in computer science · 19
Discovery of Causal Time Intervals
2017 · Zhenhui Li, Guanjie Zheng, et al. · Society for Industrial and Applied Mathematics eBooks · 17
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Learning to Simulate on Sparse Trajectory Data
2021 · Hua Wei, Chacha Chen, et al. · Lecture notes in computer science · 16
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Uncertainty-aware Traffic Prediction under Missing Data
2023 · Hao Mei, Junxian Li, et al. · Proceedings · 14
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Knowledge-based Residual Learning
2021 · Guanjie Zheng, Chang Liu, et al. · International Joint Conference on Artificial Intelligence · 12
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Objective-aware Traffic Simulation via Inverse Reinforcement Learning
2021 · Guanjie Zheng, Hanyang Liu, et al. · International Joint Conference on Artificial Intelligence · 11
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Scientist–Nonscientist Teams Explore Methane Sources in Streams Near Oil/Gas Development
2018 · Anna K. Wendt, Todd Sowers, et al. · Journal of Contemporary Water Research & Education · 11
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Works count: 53
Citation count: 4,535
H-index: 19
I10-index: 25
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