@article{securasigmoidenhancedcurdecomposition, title = {SECURA: Sigmoid-Enhanced CUR Decomposition with Uninterrupted Retention and Low-Rank Adaptation in Large Language Models}, author = {Zhang Yuxuan and Li Ruizhe}, year = {2025}, eprint = {2502.18168}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.18168v1}, }