# Breaking the Factorization Barrier in Diffusion Language Models

Ian Li, Zilei Shao, Benjie Wang, Rose Yu, Guy Van den Broeck, Anji Liu. ICML 2026 (2026).

CoDD 将因子化扩散预测与可进行高效推断的概率电路先验组合，建模 token 之间的联合依赖。

与结构化生成一样，将并行神经网络打分和联合概率推断分开处理。

[论文原文](https://proceedings.mlr.press/v306/li26fd.html)

## 引用

```bibtex
@inproceedings{li2026factorization,
  title = {{Breaking the Factorization Barrier in Diffusion Language Models}},
  author = {Li, Ian and Shao, Zilei and Wang, Benjie and Yu, Rose and Van den Broeck, Guy and Liu, Anji},
  year = {2026},
  booktitle = {ICML 2026},
  url = {https://proceedings.mlr.press/v306/li26fd.html},
  eprint = {2603.00045},
  archivePrefix = {arXiv}
}
```