@inproceedings{zhou-etal-2026-hgp, title = "{HGP}: An on-device personalized agent memory via hybrid graph storage", author = "Zhou, Ran and Han, Xueming and Liu, Jiaheng and Zhang, Yuyao and Meng, Fanyu and Feng, Junlan and Ren, Yuxiang", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.406/", pages = "8582--8598", ISBN = "979-8-89176-462-0" }