@inproceedings{he-etal-2026-pop, title = "{POP}: Prefill-Only Pruning for Efficient Large Model Inference", author = "He, Junhui and Fu, Zhihui and Wang, Jun and Li, Qingan", 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.291/", pages = "5864--5877", ISBN = "979-8-89176-395-1" }