@inproceedings{hu-etal-2026-lil, title = "Lil: Less is Less When Applying Post-Training Sparse-Attention Algorithms in Long-Decode Stage", author = "Hu, Junhao and Li, Fangze and Xu, Mingtao and Meng, Feifan and Zhao, Shiju and Hu, Tiancheng and Peng, Ting and Liu, Anmin and Huang, Wenrui and Liu, Chenxu and Hua, Ziyue and Xie, Tao", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.91/", pages = "1898--1912", ISBN = "979-8-89176-395-1" }