@article{genpogenerativediffusionmodelsmeeton,
  title = {GenPO: Generative Diffusion Models Meet On-Policy Reinforcement Learning},
  author = {Shutong Ding and Ke Hu and Shan Zhong and Haoyang Luo and Weinan Zhang and Jingya Wang and Jun Wang and Ye Shi},
  year = {2025},
  eprint = {2505.18763},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.18763v1},
}