3 papers
cs.AI2025
From Narratives to Probabilistic Reasoning: Predicting and Interpreting Drivers' Hazardous Actions in Crashes Using Large Language Model
Boyou Chen, Gerui Xu, Zifei Wang +6
Vehicle crashes involve complex interactions between road users, split-second decisions, and challenging environmental conditions. Among these, two-vehicle crashes are the most pre…
eess.SY2025
Electric Vehicle Public Charging Equity Considerations: A Systematic Review
Boyou Chen, Kaihan Zhang, Austin Moore +2
Public electric vehicle (EV) charging infrastructure is crucial for accelerating EV adoption and reducing transportation emissions; however, disparities in infrastructure access ha…
cs.CV2025
Navigating Heat Exposure: Simulation of Route Planning Based on Visual Language Model Agents
Haoran Ma, Kaihan Zhang, Jiannan Cai
Heat exposure significantly influences pedestrian routing behaviors. Existing methods such as agent-based modeling (ABM) and empirical measurements fail to account for individual p…