@inproceedings{jiang-etal-2026-synapse, title = "Synapse: Empowering {LLM} Agents with Episodic-Semantic Memory via Spreading Activation", author = "Jiang, Hanqi and Chen, Junhao and Pan, Yi and Chen, Ling and You, Weihang and Zhou, Yifan and Zhang, Ruidong and Abate, Yohannes and Liu, Tianming", 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.1108/", pages = "22020--22036", ISBN = "979-8-89176-395-1" }