L. Li, S. Cheng, X. Heng, C. Lv. (2026). "Predictive Risk-Aware MARL-Based Cooperative Driving Strategy for CAVs in Highly Interactive Driving Environments." IEEE Transactions on Intelligent Transportation Systems.
X. Li, J. Fang, L. Li, B. Chen, G. Li, J. Xue. (2026). "Guided Distillation and Risk Adaptive Evolution for Multi-Robot Navigation." AAAI.
L. Li, Y. Cai, J. Fang, J. Xue, C. Lv. (2025). "COVLM-RL: Critical Object-Oriented Reasoning for Autonomous Driving Using VLM-Guided Reinforcement Learning." ITSC.
L. Li, R. Tan, J. Fang, J. Xue, C. Lv. (2025). "LLM-augmented Hierarchical Reinforcement Learning for HumanLike Decision Making." Expert Systems with Applications.
L. Li, W. Zhao, C. Wang, et al. (2024). "Nash double Q-based multi-agent deep reinforcement learning for interactive merging strategy in mixed traffic." Expert Systems with Applications.
L. Li, W. Zhao, C. Wang. (2023). "POMDP Motion Planning Algorithm Based on Multi-Modal Driving Intention." IEEE Transactions on Intelligent Vehicles.
L. Li, W. Zhao, C. Wang. (2022). "BRAM-ED: Vehicle Trajectory Prediction Considering the Change of Driving Behavior." IEEE/ASME Transactions on Mechatronics.
L. Li, W. Zhao, C. Xu. (2021). "Lane-Change Intention Inference Based on RNN for Autonomous Driving on Highways." IEEE Transactions on Vehicular Technology.
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA, USA
Talk at London School of Testing, London, UK
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley, CA, USA
Talk at UC San Francisco, Department of Testing, San Francisco, CA, USA