@article{deepzeroscalingupzerothorderoptimization,
  title = {DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training},
  author = {Aochuan Chen and Yimeng Zhang and Jinghan Jia and James Diffenderfer and Jiancheng Liu and Konstantinos Parasyris and Yihua Zhang and Zheng Zhang and Bhavya Kailkhura and Sijia Liu},
  year = {2023},
  eprint = {2310.02025},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2310.02025v4},
}