@article{learningtoideateformachinelearningengine,
  title = {Learning to Ideate for Machine Learning Engineering Agents},
  author = {Yunxiang Zhang and Kang Zhou and Zhichao Xu and Kiran Ramnath and Yun Zhou and Sangmin Woo and Haibo Ding and Lin Lee Cheong},
  year = {2026},
  eprint = {2601.17596},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.17596},
}