@inproceedings{cheng-etal-2026-diff,
    title = "To Diff or Not to Diff? Structure-Aware and Adaptive Output Formats for Efficient {LLM}-based Code Editing",
    author = "Cheng, Wei  and
      Cao, Yongchang  and
      Shen, Chen  and
      Li, Binhua  and
      Chen, Jue  and
      Li, Yongbin  and
      Hu, Wei",
    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.1483/",
    pages = "29677--29694",
    ISBN = "979-8-89176-395-1"
}