"low-rank matrices" Papers

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DeRS: Towards Extremely Efficient Upcycled Mixture-of-Experts Models

Yongqi Huang, Peng Ye, Chenyu Huang et al.

CVPR 2025arXiv:2503.01359
6
citations

LoRA-Pro: Are Low-Rank Adapters Properly Optimized?

Zhengbo Wang, Jian Liang, Ran He et al.

ICLR 2025arXiv:2407.18242
54
citations

TransMLA: Migrating GQA Models to MLA with Full DeepSeek Compatibility and Speedup

Fanxu Meng, Pingzhi Tang, Zengwei Yao et al.

NEURIPS 2025spotlight