Spotlight "parameter-efficient fine-tuning" Papers

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Compress to Impress: Efficient LLM Adaptation Using a Single Gradient Step on 100 Samples

Shiva Sreeram, Alaa Maalouf, Pratyusha Sharma et al.

NeurIPS 2025spotlightarXiv:2510.20800

GraLoRA: Granular Low-Rank Adaptation for Parameter-Efficient Fine-Tuning

Yeonjoon Jung, Daehyun Ahn, Hyungjun Kim et al.

NeurIPS 2025spotlightarXiv:2505.20355
1
citations

Uni-LoRA: One Vector is All You Need

Kaiyang Li, Shaobo Han, Qing Su et al.

NeurIPS 2025spotlightarXiv:2506.00799
2
citations