Huaqin Zhao, Jiaxi Li, Yi Pan 0001, Shizhe Liang, Xiaofeng Yang, Fei Dou, Tianming Liu 0001, Jin Lu 0001. HELENE: Hessian Layer-wise Clipping and Gradient Annealing for Accelerating Fine-tuning LLM with Zeroth-order Optimization. In Christos Christodoulopoulos 0001, Tanmoy Chakraborty 0002, Carolyn Rose, Violet Peng, editors, Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, Suzhou, China, November 4-9, 2025. pages 26044-26067, Association for Computational Linguistics, 2025. [doi]
Abstract is missing.