| 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 | 41 | 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 | 35 | 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 | 24 | 2019 |
| 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 | 11 | 2022 |
| 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 | 9 | 2020 |
| 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 | 6 | 2022 |
| 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 | 6 | 2021 |
| 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 | 6 | 2020 |
| 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 | | 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 | | 2022 |
| 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 | | 2022 |
| Spatial-Temporal Generative Adversarial Learning Y Zhang The University of Iowa, 2022 | | 2022 |
Xun ZhouAssociate Professor of Business Analytics, University of IowaVerified email at uiowa.edu
