@article{mlevolveaselfevolvingframeworkforautomat,
  title = {MLEvolve: A Self-Evolving Framework for Automated Machine Learning Algorithm Discovery},
  author = {Shangheng Du and Xiangchao Yan and Jinxin Shi and Zongsheng Cao and Shiyang Feng and Zichen Liang and Boyuan Sun and Tianshuo Peng and Yifan Zhou and Xin Li and Jie Zhou and Liang He and Bo Zhang and Lei Bai},
  year = {2026},
  eprint = {2606.06473},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.06473},
}