@article{addressingoverthinkinginlargevisionlangu,
  title = {Addressing Overthinking in Large Vision-Language Models via Gated Perception-Reasoning Optimization},
  author = {Xingjian Diao and Zheyuan Liu and Chunhui Zhang and Weiyi Wu and Keyi Kong and Lin Shi and Kaize Ding and Soroush Vosoughi and Jiang Gui},
  year = {2026},
  eprint = {2601.04442},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.04442},
}