@inproceedings{guo-etal-2025-nlora, title = {{NL}o{RA}: Nystr{\"o}m-Initiated Low-Rank Adaptation for Large Language Models}, author = "Guo, Chenlu and Chang, Yi and Wu, Yuan", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/author-page-yu-wang-polytechnic/2025.findings-emnlp.72/", pages = "1371--1385", ISBN = "979-8-89176-335-7" }