@inproceedings{huang-etal-2026-licomemory, title = "{L}i{C}o{M}emory: Lightweight and Cognitive Agentic Memory for Efficient Long-Term Reasoning", author = "Huang, Zhengjun and Tian, Zhoujin and Guo, Qintian and Zhang, Fangyuan and Zhou, Yingli and Jiang, Di and Xie, Zeying and Zhou, Xiaofang", 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.1835/", pages = "36842--36858", ISBN = "979-8-89176-395-1" }