@article{vlmguardr1proactivesafetyalignmentfor,
  title = {VLMGuard-R1: Proactive Safety Alignment for VLMs via Reasoning-Driven Prompt Optimization},
  author = {Menglan Chen and Xianghe Pang and Jingjing Dong and Wenhao Wang and Yaxin Du and Siheng Chen},
  year = {2025},
  eprint = {2504.12661},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2504.12661v1},
}