@inproceedings{yao-etal-2026-timesage,
    title = "{T}ime{S}age-{EV}: A Live Benchmark for Agentic Time Series Analysis in Evolving Environments",
    author = "Yao, Qingren  and
      Kong, Yaxuan  and
      Nie, Yuqi  and
      Li, Yichen  and
      Zohren, Stefan  and
      Vettoruzzo, Anna  and
      Wen, Qingsong  and
      Jin, Ming  and
      Vanschoren, Joaquin",
    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.1113/",
    pages = "23542--23567",
    ISBN = "979-8-89176-462-0"
}