@inproceedings{tao-etal-2026-fuse, title = "{FUSE}: Failure-Guided Scenario Synthesis and Weighted Refinement for {LLM} Function Calling", author = "Tao, Zhiguo and Li, Linhan and Sun, Lifan and Yuan, Zichen", editor = "Kamalloo, Ehsan and Gontier, Nicolas and Rozanov, Nikolai and Hashemzadeh, Maryam and Arora, Akhil", booktitle = "Proceedings of the Second Workshop for {RE}search on Agent Language Models ({REALM} 2026)", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.realm-1.13/", pages = "177--186", ISBN = "979-8-89176-485-9" }