Safety at One Shot: Patching Fine-Tuned LLMs with A Single Instance - Zhang, Jiawen; He, Lipeng; Chen, Kejia; Lou, Jian; Liu, Jian; Yang, Xiaohu; Jia, Ruoxi (International Conference on Learning Representations, 2026)