@misc{gao2026mixforcing,
  title = {Mix Forcing: Causal Pre-Training via Mixture Attention for Interactive World Models},
  author = {Gao, Zelin and Ouyang, Hao and Zhu, Jiapeng and Wang, Qiuyu and Chen, Jingye and Liu, Zichen and Zhu, Xing and Shen, Yujun and Xu, Yinghao},
  year = {2026},
  eprint = {2610.33589},
  archivePrefix = {arXiv},
  primaryClass = {cs.CV},
  url = {https://arxiv.org/abs/2610.33589}
}