@article{trafficmllmcuriosityregularizedsupervise,
  title = {Traffic-MLLM: Curiosity-Regularized Supervised Learning for Traffic Scenario Case-Based Reasoning},
  author = {Waikit Xiu and Qiang Lu and Bingchen Liu and Chen Sun and Xiying Li},
  year = {2025},
  eprint = {2509.11165},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2509.11165},
}