Beyond Uniform SVD: Dual-Level Optimization across Columns and Modules for LLM Compression

Lin Xv, Xian Gao, Ting Liu, Yuzhuo Fu. Beyond Uniform SVD: Dual-Level Optimization across Columns and Modules for LLM Compression. In Maria Liakata, Viviane P. Moreira, Jiajun Zhang 0001, David Jurgens, editors, Findings of the Association for Computational Linguistics, ACL 2026, San Diego, California, United States, July 2-7, 2026. pages 18335-18349, Association for Computational Linguistics, 2026. [doi]

Abstract

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