Second-Order Fine-Tuning without Pain for LLMs: A Hessian Informed Zeroth-Order Optimizer - Zhao, Yanjun; Dang, Sizhe; Ye, Haishan; Dai, Guang; Qian, Yi; Tsang, Ivor (International Conference on Learning Representations, 2025)