@inproceedings{du-etal-2026-workflow, title = "Can Workflow Search Be Amortized? Demonstration-Guided Synthesis of {LLM} Agent Workflows", author = "Du, Shiyi and Liu, Jiayuan and Du, Weihua and Huang, Yue and Li, Jiayi and Luo, Yingtao and Zhang, Xiangliang and Conitzer, Vincent and Kingsford, Carl", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.1916/", pages = "43645--43673", ISBN = "979-8-89176-459-0" }