@inproceedings{zhang-etal-2026-hs, title = "{HS}-{SFT}: Hybrid Sparse Supervised Fine-tuning for Offline {LLM} {KV} Cache Eviction", author = "Zhang, Yuxin and Xie, Ruobing and Li, Wenhao and Xia, Jun and Zheng, Xiawu and Sun, Samm and Wang, Di and Ji, Rongrong", 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.2280/", pages = "51864--51888", ISBN = "979-8-89176-459-0" }