@article{shi2026s3gym,
  title={S3Gym: Can LLMs Turn Self-Testing and Self-Judging into Self-Improvement?},
  author={Shi, Jiajun and Tao, Siyuan and Wu, Yuhao and Wang, Zexuan and Zhang, Jingyuan and Liu, Jiaheng and Lei, Xinping and Zhang, Xinrong and Fang, Siyuan and Tan, Zhewen and others},
  journal={arXiv preprint arXiv:2608.31100},
  year={2026}
}