@inproceedings{zhou-etal-2025-dynamickv, title = "{D}ynamic{KV}: Task-Aware Adaptive {KV} Cache Compression for Long Context {LLM}s", author = "Zhou, Xiabin and Wang, Wenbin and Zeng, Minyan and Guo, Jiaxian and Liu, Xuebo and Shen, Li and Zhang, Min and Ding, Liang", 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://aclanthology.org/2025.findings-emnlp.426/", pages = "8042--8057", ISBN = "979-8-89176-335-7" }