@article{steerableadversarialscenariogenerationth,
  title = {Steerable Adversarial Scenario Generation through Test-Time Preference Alignment},
  author = {Tong Nie and Yuewen Mei and Yihong Tang and Junlin He and Jie Sun and Haotian Shi and Wei Ma and Jian Sun},
  year = {2025},
  eprint = {2509.20102},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2509.20102},
}