@article{optimizingsingularspectrumforlarge, title = {Optimizing Singular Spectrum for Large Language Model Compression}, author = {Dengjie Li and Tiancheng Shen and Yao Zhou and Baisong Yang and Zhongying Liu and Masheng Yang and Bernard Ghanem and Yibo Yang and Yujie Zhong and Ming-Hsuan Yang}, year = {2025}, eprint = {2502.15092}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.15092v1}, }