@article{evolvereasonselfevolvingreasoningparadig,
  title = {EvolveReason: Self-Evolving Reasoning Paradigm for Explainable Deepfake Facial Image Identification},
  author = {Binjia Zhou and Dawei Luo and Shuai Chen and Feng Xu and  Seow and Haoyuan Li and Jiachi Wang and Jiawen Wang and Zunlei Feng and Yijun Bei},
  year = {2026},
  eprint = {2603.07515},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.07515},
}