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Zhengyang Zhou
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RiskOracle: A minute-level citywide traffic accident forecasting framework
Z Zhou, Y Wang, X Xie, L Chen, H Liu
Proceedings of the AAAI conference on artificial intelligence 34 (01), 1258-1265, 2020
1062020
Foresee urban sparse traffic accidents: A spatiotemporal multi-granularity perspective
Z Zhou, Y Wang, X Xie, L Chen, C Zhu
IEEE Transactions on Knowledge and Data Engineering 34 (8), 3786-3799, 2020
612020
Deciphering urban traffic impacts on air quality by deep learning and emission inventory
W Du, L Chen, H Wang, Z Shan, Z Zhou, W Li, Y Wang
Journal of environmental sciences 124, 745-757, 2023
292023
Attention based stack resnet for citywide traffic accident prediction
Z Zhou
2019 20th IEEE International Conference on Mobile Data Management (MDM), 369-370, 2019
222019
An integrated model for urban subregion house price forecasting: A multi-source data perspective
C Ge, Y Wang, X Xie, H Liu, Z Zhou
2019 IEEE International Conference on Data Mining (ICDM), 1054-1059, 2019
172019
Deciphering spatio-temporal graph forecasting: A causal lens and treatment
Y Xia, Y Liang, H Wen, X Liu, K Wang, Z Zhou, R Zimmermann
Advances in Neural Information Processing Systems 36, 2024
162024
Stuanet: Understanding uncertainty in spatiotemporal collective human mobility
Z Zhou, Y Wang, X Xie, L Qiao, Y Li
Proceedings of the Web Conference 2021, 1868-1879, 2021
132021
Maintaining the Status Quo: Capturing Invariant Relations for OOD Spatiotemporal Learning
Z Zhou, Q Huang, K Yang, K Wang, X Wang, Y Zhang, Y Liang, Y Wang
122023
Maintaining the Status Quo: Capturing Invariant Relations for OOD Spatiotemporal Learning
Z Zhou, Q Huang, K Yang, K Wang, X Wang, Y Zhang, Y Liang, Y Wang
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
122023
TrajForesee: How limited detailed trajectories enhance large-scale sparse information to predict vehicle trajectories?
K Shao, Y Wang, Z Zhou, X Xie, G Wang
2021 IEEE 37th International Conference on Data Engineering (ICDE), 2189-2194, 2021
112021
Inferring intersection traffic patterns with sparse video surveillance information: An st-gan method
P Wang, C Zhu, X Wang, Z Zhou, G Wang, Y Wang
IEEE Transactions on Vehicular Technology 71 (9), 9840-9852, 2022
102022
CMT-Net: A mutual transition aware framework for taxicab pick-ups and drop-offs co-prediction
Y Zhang, B Wang, Z Shan, Z Zhou, Y Wang
Proceedings of the Fifteenth ACM International Conference on Web Search and …, 2022
102022
Joint gated co-attention based multi-modal networks for subregion house price prediction
P Wang, C Ge, Z Zhou, X Wang, Y Li, Y Wang
IEEE Transactions on Knowledge and Data Engineering 35 (2), 1667-1680, 2021
102021
Large-scale intelligent taxicab scheduling: A distributed and future-aware approach
Y Wang, Z Zhou, K Liu, X Xie, W Li
IEEE Transactions on Vehicular Technology 69 (8), 8176-8191, 2020
102020
Pattern expansion and consolidation on evolving graphs for continual traffic prediction
B Wang, Y Zhang, X Wang, P Wang, Z Zhou, L Bai, Y Wang
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
92023
Greto: remedying dynamic graph topology-task discordance via target homophily
Z Zhou, Q Huang, G Lin, K Yang, L Bai, Y Wang
The eleventh international conference on learning representations, 2022
92022
Earthfarsser: Versatile Spatio-Temporal Dynamical Systems Modeling in One Model
H Wu, Y Liang, W Xiong, Z Zhou, W Huang, S Wang, K Wang
Proceedings of the AAAI Conference on Artificial Intelligence 38 (14), 15906 …, 2024
82024
A2DJP: A two graph-based component fused learning framework for urban anomaly distribution and duration joint-prediction
K Wang, Z Zhou, X Wang, P Wang, Q Fang, Y Wang
IEEE Transactions on Knowledge and Data Engineering, 2022
82022
Crossgnn: Confronting noisy multivariate time series via cross interaction refinement
Q Huang, L Shen, R Zhang, S Ding, B Wang, Z Zhou, Y Wang
Advances in Neural Information Processing Systems 36, 2024
62024
Estimation of urban travel time with sparse traffic surveillance data
K Shao, K Wang, L Chen, Z Zhou
Proceedings of the 2020 4th high performance computing and cluster …, 2020
62020
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