@inproceedings{zhan-etal-2026-delta, title = "{DELTA}: Decoupling Latent Heterogeneity in Asymmetric Low-Rank Compression", author = "Zhan, Jialin and Liu, Fangxin and Wang, Junjie and Yang, Ning and Jiang, Li and Guan, Haibing", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.2287/", pages = "52046--52057", ISBN = "979-8-89176-459-0" }