@inproceedings{yang-etal-2026-trustmem, title = "{T}rust{M}em: Learning Trustworthy Memory Consolidation for {LLM} Agents with Long-Term Memory", author = "Yang, Tianyu and Paul, Sudipta and Srinivasan, Vijay and Kulkarni, Vivek and Chappidi, Srinivas", 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.2419/", pages = "51948--51965", ISBN = "979-8-89176-462-0" }