| f-gail: Learning f-divergence for generative adversarial imitation learning X Zhang, Y Li, Z Zhang, ZL Zhang Advances in neural information processing systems 33, 12805-12815, 2020 | 40 | 2020 |
| Unveiling taxi drivers' strategies via cgail: Conditional generative adversarial imitation learning X Zhang, Y Li, X Zhou, J Luo 2019 IEEE international conference on data mining (ICDM), 1480-1485, 2019 | 34 | 2019 |
| cGAIL: Conditional Generative Adversarial Imitation Learning—An Application in Taxi Drivers’ Strategy Learning X Zhang, Y Li, X Zhou, J Luo IEEE transactions on big data 8 (5), 1288-1300, 2020 | 19 | 2020 |
| Trajgail: Trajectory generative adversarial imitation learning for long-term decision analysis X Zhang, Y Li, X Zhou, Z Zhang, J Luo 2020 IEEE International Conference on Data Mining (ICDM), 801-810, 2020 | 16 | 2020 |
| Dac-ml: domain adaptable continuous meta-learning for urban dynamics prediction X Zhang, Y Li, X Zhou, O Mangoubi, Z Zhang, V Filardi, J Luo 2021 IEEE International Conference on Data Mining (ICDM), 906-915, 2021 | 4 | 2021 |
| Self-supervised Pre-training for Robust and Generic Spatial-Temporal Representations M Hu, Z Zhong, X Zhang, Y Li, Y Xie, X Jia, X Zhou, J Luo 2023 IEEE International Conference on Data Mining (ICDM), 150-159, 2023 | 3 | 2023 |
| Learning decision making strategies of non-experts: A next-gail model for taxi drivers M Pan, X Zhang, Y Li, X Zhou, J Luo Proceedings of the 29th International Conference on Advances in Geographic …, 2021 | 3 | 2021 |
| St-ifgsm: Enhancing robustness of human mobility signature identification model via spatial-temporal iterative fgsm M Hu, X Zhang, Y Li, X Zhou, J Luo Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 2 | 2023 |
| Imitation learning from inconcurrent multi-agent interactions X Zhang, W Huang, Y Li, R Liao, Z Zhang 2021 60th IEEE Conference on Decision and Control (CDC), 43-48, 2021 | 2 | 2021 |
| Stabilized likelihood-based imitation learning via denoising continuous normalizing flow X Zhang, Y Li, Z Zhang, C Brinton, Z Liu, ZL Zhang, H Lu, Z Tian | 1 | 2021 |
| Distributional Cloning for Stabilized Imitation Learning via ADMM X Zhang, Y Li, Z Zhang, CG Brinton, Z Liu, ZL Zhang 2023 IEEE International Conference on Data Mining (ICDM), 818-827, 2023 | | 2023 |
| CAC: Enabling Customer-Centered Passenger-Seeking for Self-Driving Ride Service with Conservative Actor-Critic P Busaranuvong, X Zhang, Y Li, X Zhou, J Luo 2023 IEEE International Conference on Data Mining (ICDM), 21-30, 2023 | | 2023 |
| Human Behavior Analysis via Generative Adversarial Imitation Learning X Zhang University of Minnesota, 2023 | | 2023 |
| Domain Disentangled Meta-Learning X Zhang, Y Li, Z Zhang, ZL Zhang Proceedings of the 2023 SIAM International Conference on Data Mining (SDM …, 2023 | | 2023 |
| Learning Lightweight Neural Networks via Channel-Split Recurrent Convolution G Wu, X Zhang, Z Zhang, Y Li, X Zhou, C Brinton, Z Liu Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023 | | 2023 |
Yanhua LiAssociate Professor at Worcester Polytechnic InstituteVerified email at wpi.edu
