@inproceedings{peng-etal-2026-grkv, title = "{GRKV}: Global Regression for Training-Free {KV} Cache Compression in Long-Context {LLM}s", author = "Peng, Junjie and Wu, You and Wu, Haoyi and Han, Jialong and Xie, Xiaohua and Tu, Kewei and Lai, Jianhuang", 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.2199/", pages = "49990--50014", ISBN = "979-8-89176-459-0" }