Safety Instincts: LLMs Learn to Trust Their Internal Compass for Self-Defense - Shen, Guobin; Zhao, Dongcheng; Tong, Haibo; Li, Jindong; Zhao, Feifei; Zeng, Yi (International Conference on Learning Representations, 2026)