@article{thinktwicegenerateoncesafeguardingbyprog,
  title = {Think Twice, Generate Once: Safeguarding by Progressive Self-Reflection},
  author = {Hoang Phan and Victor Li and Qi Lei},
  year = {2025},
  eprint = {2510.01270},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.01270},
}