@inproceedings{chen-etal-2026-llm-agents,
    title = "{LLM} Agents for Time-Series: A Survey",
    author = "Chen, Yilong  and
      Qin, Xiao  and
      Liu, Chenghao  and
      Wu, Liang  and
      Samia, Noelle I.  and
      Ding, Kaize",
    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.367/",
    pages = "7687--7711",
    ISBN = "979-8-89176-462-0"
}