@inproceedings{cheng-etal-2026-mem2evolve,
    title = "{M}em$^2${E}volve: Towards Self-Evolving Agents via Co-Evolutionary Capability Expansion and Experience Distillation",
    author = "Cheng, Zihao  and
      Liu, Zeming  and
      Shan, Yingyu  and
      Wang, Xinyi  and
      Zhu, Xiangrong  and
      Ma, Yunpu  and
      Wang, Hongru  and
      Guo, Yuhang  and
      Lin, Wei  and
      Wang, Yunhong",
    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.952/",
    pages = "20784--20831",
    ISBN = "979-8-89176-390-6"
}