@misc{lit_2609_20981,
  title = { {CaLR: Causal Latent Revision for Robust Diffusion Reasoning} },
  author = {Wei Cai and Jian Zhao and Yuchen Yuan and Xuelong Li},
  year = {2026},
  note = {arXiv preprint},
  eprint = {2609.20981},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.20981}
}