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Yi He · Zimo Zhao · Yiming Yang · Xiaoyuan Cheng · Chao He · Yukun Hu
Chenyang Lu · Jiaru Li · Jinman Zhao · Xinran Chen · Yining Wang · Renyi Cai · Yuchen Li · Chao He
Low-Rank Adaptation (LoRA) is widely used for parameter-efficient fine-tuning, yet merging multiple task-specific LoRA updates without additional training remains challenging. Most existing LoRA merging methods rely on SVD-based alignment, which emphasizes globally shared structure across tasks....