@inproceedings{tian-etal-2026-evomemkg, title = "{E}vo{M}em{KG}: An Evolvable Memory Agent for Multi-hop Knowledge Graph Reasoning", author = "Tian, Shiyu and Xing, Shuyue and Han, Zhuoxin and Yuan, Caixia and Wang, Xiaojie", 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.1587/", pages = "31717--31740", ISBN = "979-8-89176-395-1" }