@inproceedings{liu-etal-2026-adaptiveguard,
    title = "{A}daptive{G}uard: Treating Constraints as Falsifiable Hypotheses for {LLM} Agents in Dynamic Interactive Environments",
    author = "Liu, Pengxiang  and
      Ren, Tao  and
      Xiong, Wei  and
      Li, Lijie  and
      Wang, Junjie  and
      Hu, Jun",
    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.1193/",
    pages = "25186--25205",
    ISBN = "979-8-89176-462-0"
}