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 | 39 | 2020 |
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 | 37 | 2020 |
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 | 28 | 2019 |
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 | 15 | 2020 |
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 | 14 | 2022 |
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 | 12 | 2022 |
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 | 9 | 2020 |
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 | 8 | 2021 |
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 | 3 | 2022 |
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 | 1 | 2023 |
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 | 1 | 2022 |
Spatial-Temporal Generative Adversarial Learning Y Zhang The University of Iowa, 2022 | | 2022 |