@inproceedings{zhang-etal-2026-memsearch, title = "{M}em{S}earch-o1: Empowering Large Language Models with Reasoning-Aligned Memory Growth in Agentic Search", author = "Zhang, Sheng and Li, Junyi and Zhang, Yingyi and Jia, Pengyue and Wang, Yichao and Qian, Xiaowei and Zhang, Wenlin and Wang, Maolin and Liu, Yong and Zhao, Xiangyu", 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.41/", pages = "925--943", ISBN = "979-8-89176-390-6" }