@inproceedings{kim-etal-2026-ucgrec, title = "{UCGR}ec: User-Centric Graph Learning for {LLM}-based Sequential Recommendation", author = "Kim, HanBeul and Na, CheolWon and Bae, Suyoung and Choi, YunSeok and Lee, Jee-Hyong", 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.175/", pages = "3576--3591", ISBN = "979-8-89176-395-1" }