Guanjie Zheng
Guanjie Zheng
Verified email at sjtu.edu.cn - Homepage
Title
Cited by
Cited by
Year
Revisiting spatial-temporal similarity: A deep learning framework for traffic prediction
H Yao, X Tang, H Wei, G Zheng, Z Li
Proceedings of the AAAI conference on artificial intelligence 33 (01), 5668-5675, 2019
327*2019
DRN: A deep reinforcement learning framework for news recommendation
G Zheng, F Zhang, Z Zheng, Y Xiang, NJ Yuan, X Xie, Z Li
Proceedings of the 2018 World Wide Web Conference, 167-176, 2018
2882018
Intellilight: A reinforcement learning approach for intelligent traffic light control
H Wei, G Zheng, H Yao, Z Li
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
2242018
A survey on traffic signal control methods
H Wei, G Zheng, V Gayah, Z Li
arXiv preprint arXiv:1904.08117, 2019
662019
Colight: Learning network-level cooperation for traffic signal control
H Wei, N Xu, H Zhang, G Zheng, X Zang, C Chen, W Zhang, Y Zhu, K Xu, ...
Proceedings of the 28th ACM International Conference on Information and …, 2019
632019
Presslight: Learning max pressure control to coordinate traffic signals in arterial network
H Wei, C Chen, G Zheng, K Wu, V Gayah, K Xu, Z Li
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
452019
Toward a thousand lights: Decentralized deep reinforcement learning for large-scale traffic signal control
C Chen, H Wei, N Xu, G Zheng, M Yang, Y Xiong, K Xu, Z Li
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 3414-3421, 2020
432020
Learning phase competition for traffic signal control
G Zheng, Y Xiong, X Zang, J Feng, H Wei, H Zhang, Y Li, K Xu, Z Li
Proceedings of the 28th ACM International Conference on Information and …, 2019
362019
Big groundwater data sets reveal possible rare contamination amid otherwise improved water quality for some analytes in a region of Marcellus shale development
T Wen, X Niu, M Gonzales, G Zheng, Z Li, SL Brantley
Environmental science & technology 52 (12), 7149-7159, 2018
332018
Contextual spatial outlier detection with metric learning
G Zheng, SL Brantley, T Lauvaux, Z Li
Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017
262017
Diagnosing reinforcement learning for traffic signal control
G Zheng, X Zang, N Xu, H Wei, Z Yu, V Gayah, K Xu, Z Li
arXiv preprint arXiv:1905.04716, 2019
252019
Metalight: Value-based meta-reinforcement learning for traffic signal control
X Zang, H Yao, G Zheng, N Xu, K Xu, Z Li
Proceedings of the AAAI Conference on Artificial Intelligence 34 (01), 1153-1160, 2020
192020
Learning traffic signal control from demonstrations
Y Xiong, G Zheng, K Xu, Z Li
Proceedings of the 28th ACM International Conference on Information and …, 2019
192019
Learning to simulate vehicle trajectories from demonstrations
G Zheng, H Liu, K Xu, Z Li
2020 IEEE 36th International Conference on Data Engineering (ICDE), 1822-1825, 2020
112020
Discovery of causal time intervals
Z Li, G Zheng, A Agarwal, L Xue, T Lauvaux
Proceedings of the 2017 SIAM International Conference on Data Mining, 804-812, 2017
92017
Recent advances in reinforcement learning for traffic signal control: A survey of models and evaluation
H Wei, G Zheng, V Gayah, Z Li
ACM SIGKDD Explorations Newsletter 22 (2), 12-18, 2021
62021
Scientist–Nonscientist Teams Explore Methane Sources in Streams Near Oil/Gas Development
AK Wendt, T Sowers, S Hynek, J Lemon, E Beddings, G Zheng, Z Li, ...
Journal of Contemporary Water Research & Education 164 (1), 80-111, 2018
62018
Targeted Knowledge Transfer for Learning Traffic Signal Plans.
N Xu, G Zheng, K Xu, Y Zhu, Z Li
PAKDD (2), 175-187, 2019
32019
Learning to simulate on sparse trajectory data
H Wei, C Chen, C Liu, G Zheng, Z Li
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2020
22020
Deep reinforcement learning for traffic signal control along arterials
H Wei, C Chen, K Wu, G Zheng, Z Yu, V Gayah, Z Li
22019
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