@article{vreflectiontransformingmllmsfrompassiveo,
  title = {V-Reflection: Transforming MLLMs from Passive Observers to Active Interrogators},
  author = {Jiazhou Zhou and Yucheng Chen and Hongyang Li and Qing Jiang and Hu Zhou and Ying-Cong Chen and Lei Zhang},
  year = {2026},
  eprint = {2604.03307},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.03307},
}