@article{thinkingdiffusionpenalizeandguidevisualg,
  title = {Thinking Diffusion: Penalize and Guide Visual-Grounded Reasoning in Diffusion Multimodal Language Models},
  author = {Keuntae Kim and Mingyu Kang and Yong Suk Choi},
  year = {2026},
  eprint = {2604.05497},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.05497},
}