"parameter-efficient tuning" Papers

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EMLoC: Emulator-based Memory-efficient Fine-tuning with LoRA Correction

Hsi-Che Lin, Yu-Chu Yu, Kai-Po Chang et al.

NeurIPS 2025posterarXiv:2506.12015

Understanding and Enhancing Safety Mechanisms of LLMs via Safety-Specific Neuron

Yiran Zhao, Wenxuan Zhang, Yuxi Xie et al.

ICLR 2025poster