@article{visurfvisualsupervisedandreinforcementfi,
  title = {ViSurf: Visual Supervised-and-Reinforcement Fine-Tuning for Large Vision-and-Language Models},
  author = {Yuqi Liu and Liangyu Chen and Jiazhen Liu and Mingkang Zhu and Zhisheng Zhong and Bei Yu and Jiaya Jia},
  year = {2025},
  eprint = {2510.10606},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.10606},
}