@inproceedings{liu-etal-2026-learnact,
    title = "{L}earn{A}ct: Few-Shot Mobile {GUI} Agent with a Unified Demonstration Benchmark",
    author = "Liu, Guangyi  and
      Zhao, Pengxiang  and
      Liu, Liang  and
      Chen, Zhiming  and
      Chai, Yuxiang  and
      Liang, Yaozhen  and
      Wang, WenHao  and
      Chen, Siheng  and
      Lu, Zhengxi  and
      Ren, Shuai  and
      Wang, Hao  and
      He, Shibo  and
      Liu, Yong  and
      Meng, Wenchao",
    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.1491/",
    pages = "29820--29843",
    ISBN = "979-8-89176-395-1"
}