Profile
I am Zhangcun Yan, a lecturer in the School of Traffic and Transportation Engineering at Changsha University of Science & Technology.
I received my Ph.D. in Transportation Engineering from Tongji University. My research focuses on traffic safety, intelligent transportation systems, causal discovery, multimodal artificial intelligence, and mixed-traffic interactions.
My research aims to improve traffic safety and mobility through high-resolution trajectory data, computer vision, causal trajectory data, computer vision, causal analysis, machine learning, and intelligent control.
Research Interests
- Traffic safety and proactive risk management
- Mixed-traffic interaction behavior modeling
- Multimodal large language models for transportation
- Causal discovery and counterfactual reasoning
- Traffic state prediction and intelligent control
Academic Experience
I was a visiting Ph.D. student in Professor Nicolas Saunier’s research group at Polytechnique Montréal.
Contact
- Email: zy221418@gmail.com
- GitHub: yanzhangcun
