@inproceedings{zhu-etal-2026-hela, title = "{H}e{L}a-Mem: Hebbian Learning and Associative Memory for {LLM} Agents", author = "Zhu, Jinchang and Li, Jindong and Zhang, Cheng and Liu, Jiahong and Yang, Menglin", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.625/", pages = "13757--13769", ISBN = "979-8-89176-390-6" }