@article{iosvdinputoutputwhitenedsvdforadaptivera, title = {IO-SVD: Input-Output Whitened SVD for Adaptive-Rank LLM Compression}, author = {Ali Abbasi and Chayne Thrash and Haoran Qin and Hamed Pirsiavash and Soheil Kolouri}, year = {2026}, eprint = {2605.15626}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.15626}, }