Jialin Fan

Transferring Causal Driving Patterns for Generalizable Traffic Simulation with Diffusion-Based Distillation

Traffic simulation is essential for validating the safety and reliability of autonomous driving systems, yet data-driven simulation methods often struggle with distribution shifts, limiting their generalizability across diverse datasets (domains). To address this, we present Causal Driving Pattern T