@inproceedings{lu-etal-2026-one-size, title = "One Size Does Not Fit All: Token-Wise Adaptive Compression for {KV} Cache", author = "Lu, Liming and Qiu, Kaixi and Zhou, Jiayu and Kai, Jushi and Zhang, Haoyan and Wang, Jingzhi and Wang, Huanyu and Jiang, Bo and Leng, Jingwen and He, Ziwei and Lin, Zhouhan", 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.524/", pages = "12100--12114", ISBN = "979-8-89176-459-0" }