@inproceedings{zhang-etal-2026-learning, title = "Learning to Ideate for Machine Learning Engineering Agents", author = "Zhang, Yunxiang and Zhou, Kang and Xu, Zhichao and Ramnath, Kiran and Zhou, Yun and Woo, Sangmin and Ding, Haibo and Cheong, Lin Lee", editor = "Demberg, Vera and Inui, Kentaro and Marquez, Llu{\'i}s", booktitle = "Proceedings of the 19th Conference of the {E}uropean Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)", month = mar, year = "2026", address = "Rabat, Morocco", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-eacl/2026.eacl-short.32/", pages = "436--447", ISBN = "979-8-89176-381-4" }