End-to-end driving
Data selection, training strategies, and adaptation for robust autonomous driving.
ACADEMIC HOMEPAGE
Hello! I am Yiming Cui (崔一鸣), a Ph.D. student in the College of Transportation at Tongji University, advised by Prof. Jian Sun. I received my B.Eng. in Transportation Engineering from Tongji University in 2023.
My research focuses on end-to-end autonomous driving, including efficient training methods and closed-loop training and testing environments. I also study vehicle-to-vehicle and vehicle-to-infrastructure cooperation in complex traffic scenarios.
AREAS OF INTEREST
Data selection, training strategies, and adaptation for robust autonomous driving.
Closed-loop environments that connect simulation, road infrastructure, and real vehicles.
Interactive and connected driving in mixed-traffic intersections and conflict zones.
SELECTED WORK
Selected journal, conference, and preprint work. Titles link to their publisher or manuscript pages.
Transportation Research Part C: Emerging Technologies · DOI: 10.1016/j.trc.2026.105979
arXiv · 2610.00926
IEEE Internet of Things Journal · DOI: 10.1109/JIOT.2025.3629356
arXiv · 2512.07507
IEEE Intelligent Vehicles Symposium (IV) · pp. 984–990
UPDATES
BACKGROUND
College of Transportation, Tongji University · Advisor: Prof. Jian Sun
College of Transportation, Tongji University
LET'S CONNECT
I welcome conversations about autonomous driving research, testing platforms, and cooperative transportation systems.
yim211@tongji.edu.cn