Team
Principal investigator
Yun Ye
Research Fellow, University College London
- Visiting Lecturer/Researcher, University College London
- Visiting Academic, Imperial College London
- Associate Professor, Ningbo University
- Senior Research Engineer, 2012 Lab, Huawei Technology
- Ph.D. with Prof. S.C. Wong, The University of Hong Kong
- B.Eng. with Prof. Xiqun Chen, Zhejiang University
Current students
Zewei Li
Master, started Sep 2024
- B.Eng., Ningbo University of Technology
- Research interests include data mining and traffic accident modeling
Siyu Cao
Master, started Sep 2024
- B.Eng., Shandong Agriculture And Engineering University
- Research interests include robotaxi and travel mode choice
Tao Miao
Master, started Sep 2024
- B.Eng., Zhejiang Shuren University
- Research interests include traffic flow model and PINNs
Bin Fang
Master, started Sep 2025
- B.Eng., Ningbo University of Technology
- Research interests include maritime traffic safety and data mining
Meijiao Guo
Master, started Sep 2025
- B.Eng., Shanxi Institute of Energy
- Research interests include eHMI and pedestrian-AVs interaction simulation
Tianci Guo
Master, started Sep 2025
- B.Eng., Henan University of Science and Technology
- Research interests include autonomous vehicle decision making and planning
Alumni
Yuan Che
Master, graduated 2026
- B.Eng., Anhui Jianzhu University
- Master, Ningbo University
- A Virtual Reality-Based Study on Pedestrian-Autonomous Trucks Crossing Interaction Behavior and Risk
Zexuan Li
Master, graduated 2026
- B.Eng., Nantong University
- Master, Ningbo University
- Effects of Autonomous Vehicle External Human-Machine Interfaces on Pedestrian Crossing Behavior in Complex Multi-Lane Interaction Scenarios
Zhihao Zhou
Master, graduated 2026
- B.Eng., Ningbo University of Technology
- Master, Ningbo University
- Research on Mechanism-Data Hybrid-Driven Pedestrian Behavior Simulation and Trajectory Prediction in Pedestrian-Vehicle Interaction Scenarios
Xiang Li
B.Eng., graduated 2024
- B.Eng., Ningbo University
- Study on subjective risk perception of pedestrian-vehicle interaction on port roads
Yaoxuan Huang
B.Eng., graduated 2024; MSC Shipmanagement (Ningbo) Co., Ltd.
- MSC Shipmanagement (Ningbo) Co., Ltd.
- B.Eng., Ningbo University
- The influence of rainy and foggy weather on human-vehicle interaction in the port
Jiahao Zhang
B.Eng., graduated 2025 (Outstanding dissertation award); PhD candidate, Zhejiang University
- PhD candidate, Zhejiang University
- B.Eng., Ningbo University
- Research on ship target detection under low resolution conditions
Qinyue Tan
B.Eng., graduated 2025 (Outstanding dissertation award)
- B.Eng., Ningbo University
- Random parameter model-based analysis of influencing factors in ship accidents
Yijie Jin
B.Eng., graduated 2025 (Outstanding dissertation award); Master student, Ningbo University
- Master student, Ningbo University
- B.Eng., Ningbo University
- Prediction and analysis of ship accidents based on machine learning algorithm
Zhou Li
B.Eng., graduated 2025; Master student, The University of Tokyo
- Master student, The University of Tokyo
- B.Eng., Ningbo University
- Research on ship target detection under low light condition
Aoyu Zhang
B.Eng., graduated 2025
- B.Eng., Ningbo University
- Investigation and analysis of trust in autonomous driving ship
Niuniu Wang
B.Eng., graduated 2026
- B.Eng., Ningbo University
- Data-Augmented Prediction for Maritime Accidents with Class Imbalance Consideration
Xiaowen Sun
B.Eng., graduated 2026
- B.Eng., Ningbo University
- Analysis of Port Resilience Based on Multiple Metrics in Complex Networks
Hongyi Ma
B.Eng., graduated 2026
- B.Eng., Ningbo University
- Missing Data Imputation and Prediction for Fishing Vessel Accidents Based on Bipartite Graphs
Anxing Liu
B.Eng., graduated 2026
- B.Eng., Ningbo University
- Prediction of Ship Accident Types in Polar Waters Based on Large Tabular Models