Spotlight "low-rank adaptation" Papers
5 papers found
Conference
AuroRA: Breaking Low-Rank Bottleneck of LoRA with Nonlinear Mapping
Haonan Dong, Wenhao Zhu, Guojie Song et al.
NEURIPS 2025spotlightarXiv:2505.18738
2
citations
GraLoRA: Granular Low-Rank Adaptation for Parameter-Efficient Fine-Tuning
Yeonjoon Jung, Daehyun Ahn, Hyungjun Kim et al.
NEURIPS 2025spotlightarXiv:2505.20355
2
citations
StelLA: Subspace Learning in Low-rank Adaptation using Stiefel Manifold
Zhizhong Li, Sina Sajadmanesh, Jingtao Li et al.
NEURIPS 2025spotlightarXiv:2510.01938
4
citations
The Primacy of Magnitude in Low-Rank Adaptation
Zicheng Zhang, Haoran Li, Yifeng Zhang et al.
NEURIPS 2025spotlightarXiv:2507.06558
2
citations
Uni-LoRA: One Vector is All You Need
Kaiyang Li, Shaobo Han, Qing Su et al.
NEURIPS 2025spotlightarXiv:2506.00799
3
citations