| Traffic prediction in a bike-sharing system Y Li, Y Zheng, H Zhang, L Chen Proceedings of the 23rd SIGSPATIAL international conference on advances in …, 2015 | 482 | 2015 |
| 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 | 407 | 2019 |
| Cityflow: A multi-agent reinforcement learning environment for large scale city traffic scenario H Zhang, S Feng, C Liu, Y Ding, Y Zhu, Z Zhou, W Zhang, Y Yu, H Jin, Z Li The world wide web conference, 3620-3624, 2019 | 316 | 2019 |
| 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 | 255 | 2019 |
| Detecting collective anomalies from multiple spatio-temporal datasets across different domains Y Zheng, H Zhang, Y Yu Proceedings of the 23rd SIGSPATIAL international conference on advances in …, 2015 | 138 | 2015 |
| Detecting urban anomalies using multiple spatio-temporal data sources H Zhang, Y Zheng, Y Yu Proceedings of the ACM on interactive, mobile, wearable and ubiquitous …, 2018 | 86 | 2018 |
| Generalight: Improving environment generalization of traffic signal control via meta reinforcement learning H Zhang, C Liu, W Zhang, G Zheng, Y Yu Proceedings of the 29th ACM international conference on information …, 2020 | 55 | 2020 |
| pg-causality: Identifying spatiotemporal causal pathways for air pollutants with urban big data JY Zhu, C Zhang, H Zhang, S Zhi, VOK Li, J Han, Y Zheng IEEE Transactions on Big Data 4 (4), 571-585, 2017 | 55 | 2017 |
| PlanLight: learning to optimize traffic signal control with planning and iterative policy improvement H Zhang, M Kafouros, Y Yu IEEE Access 8, 219244-219255, 2020 | 10 | 2020 |