@inproceedings{liu-etal-2025-grasp, title = "{GRASP}: Replace Redundant Layers with Adaptive Singular Parameters for Efficient Model Compression", author = "Liu, Kainan and Zhang, Yong and Cheng, Ning and Li, Zhitao and Wang, Shaojun and Xiao, Jing", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-main.1338/", pages = "26344--26359", ISBN = "979-8-89176-332-6" }