HELENE: Hessian Layer-wise Clipping and Gradient Annealing for Accelerating Fine-tuning LLM with Zeroth-order Optimization Article Swipe

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Huaqin Zhao , Jiaxi Li , Yi Pan , Shizhe Liang , Xiaofeng Yang , Fei Dou , Tianming Liu , Jin Xi Lu ·

YOU? · · 2025 · Open Access · · DOI: https://doi.org/10.18653/v1/2025.emnlp-main.1323

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Landing Page: https://doi.org/10.18653/v1/2025.emnlp-main.1323
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DOI: https://doi.org/10.18653/v1/2025.emnlp-main.1323

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Title: HELENE: Hessian Layer-wise Clipping and Gradient Annealing for Accelerating Fine-tuning LLM with Zeroth-order Optimization

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Type: article

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Publication year: 2025

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Publication date: 2025-01-01

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Authors: Huaqin Zhao, Jiaxi Li, Yi Pan, Shizhe Liang, Xiaofeng Yang, Fei Dou, Tianming Liu, Jin Xi Lu

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Landing page: https://doi.org/10.18653/v1/2025.emnlp-main.1323

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PDF URL: https://aclanthology.org/2025.emnlp-main.1323.pdf

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OA status: gold

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Cited by: 0

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