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Yingxue Zhang
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Curb-gan: Conditional urban traffic estimation through spatio-temporal generative adversarial networks
Y Zhang, Y Li, X Zhou, X Kong, J Luo
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
392020
Covid-gan: Estimating human mobility responses to covid-19 pandemic through spatio-temporal conditional generative adversarial networks
H Bao, X Zhou, Y Zhang, Y Li, Y Xie
Proceedings of the 28th international conference on advances in geographic …, 2020
372020
TrafficGAN: Off-deployment traffic estimation with traffic generative adversarial networks
Y Zhang, Y Li, X Zhou, X Kong, J Luo
2019 IEEE international conference on data mining (ICDM), 1474-1479, 2019
282019
cst-ml: Continuous spatial-temporal meta-learning for traffic dynamics prediction
Y Zhang, Y Li, X Zhou, J Luo
2020 IEEE international conference on data mining (ICDM), 1418-1423, 2020
152020
Urban traffic dynamics prediction—a continuous spatial-temporal meta-learning approach
Y Zhang, Y Li, X Zhou, J Luo, ZL Zhang
ACM Transactions on Intelligent Systems and Technology (TIST) 13 (2), 1-19, 2022
142022
Covid-gan+: Estimating human mobility responses to covid-19 through spatio-temporal generative adversarial networks with enhanced features
H Bao, X Zhou, Y Xie, Y Zhang, Y Li
ACM Transactions on Intelligent Systems and Technology (TIST) 13 (2), 1-23, 2022
122022
C3-GAN: Complex-Condition-Controlled Urban Traffic Estimation through Generative Adversarial Networks
Y Zhang, Y Li, X Zhou, Z Liu, J Luo
2021 IEEE International Conference on Data Mining (ICDM), 1505-1510, 2021
82021
Off-deployment traffic estimation—a traffic generative adversarial networks approach
Y Zhang, Y Li, X Zhou, X Kong, J Luo
IEEE transactions on big data 8 (4), 1084-1095, 2020
82020
STrans-GAN: Spatially-Transferable Generative Adversarial Networks for Urban Traffic Estimation
Y Zhang, Y Li, X Zhou, X Kong, J Luo
2022 IEEE International Conference on Data Mining (ICDM), 743-752, 2022
32022
Stm-gail: Spatial-Temporal meta-gail for learning diverse human driving strategies
Y Zhang, Y Li, X Zhou, Z Zhang, J Luo
Proceedings of the 2023 SIAM International Conference on Data Mining (SDM …, 2023
12023
Mest-gan: Cross-city urban traffic estimation with me ta s patial-t emporal g enerative a dversarial n etworks
Y Zhang, Y Li, X Zhou, J Luo
2022 IEEE International Conference on Data Mining (ICDM), 733-742, 2022
12022
Spatial-Temporal Generative Adversarial Learning
Y Zhang
The University of Iowa, 2022
2022
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