@article{refiningadaptivezerothorderoptimization,
  title = {Refining Adaptive Zeroth-Order Optimization at Ease},
  author = {Yao Shu and Qixin Zhang and Kun He and Zhongxiang Dai},
  year = {2025},
  eprint = {2502.01014},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2502.01014v1},
}