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Zifan Song · Kaitao Song · Guosheng Hu · Ding Qi · Junyao Gao · Xiaohua Wang · Dongsheng Li · Cai Zhao
Xi Xiao · Chenrui Ma · Yunbei Zhang · Chen Liu · Zhuxuanzi Wang · Yanshu Li · Lin Zhao · Guosheng Hu · Tianyang Wang · Hao Xu
Low-Rank Adaptation (LoRA) has become a cornerstone of parameter-efficient fine-tuning (PEFT). Yet, its efficacy is hampered by two fundamental limitations: \textit{semantic drift} , arising from treating all update directions with equal importance, and \textit{structural incoherence} , due to ad...