| Adathinkdrive: Adaptive thinking via reinforcement learning for autonomous driving Y Luo, F Li, S Xu, Z Lai, L Yang, Q Chen, Z Luo, Z Xie, S Jiang, J Liu, ... arXiv preprint arXiv:2509.13769, 2025 | 7 | 2025 |
| xTED: Cross-Domain Adaptation via Diffusion-Based Trajectory Editing H Niu*, Q Chen*, T Liu, J Li, G Zhou, Y Zhang, J Hu, X Zhan AAMAS 2026, 2026 | 6* | 2026 |
| Stackelberg driver model for continual policy improvement in scenario-based closed-loop autonomous driving H Niu*, Q Chen*, Y Li, Y Zhang, J Hu NeurIPS 2023 Symposium on Machine Learning for Autonomous Driving & Agent …, 2023 | 3 | 2023 |
| VILTA: A VLM-in-the-Loop Adversary for Enhancing Driving Policy Robustness Q Chen, F Li, S Xu, Z Lai, Z Xie, Y Luo, S Jiang, H Li, L Chen, B Wang, ... AAAI 2026, 2026 | | 2026 |