@article{skipcatrankmaximizedlowrankcompressionof, title = {SkipCat: Rank-Maximized Low-Rank Compression of Large Language Models via Shared Projection and Block Skipping}, author = {Yu-Chen Lu and Sheng-Feng Yu and Hui-Hsien Weng and Pei-Shuo Wang and Yu-Fang Hu and Liang Hung-Chun and Hung-Yueh Chiang and Kai-Chiang Wu}, year = {2025}, eprint = {2512.13494}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.13494}, }