@article{lookaheadpathlikelihoodoptimizationfordi,
  title = {Lookahead Path Likelihood Optimization for Diffusion LLMs},
  author = {Xuejie Liu and Yap Vit Chun and Yitao Liang and Anji Liu},
  year = {2026},
  eprint = {2602.03496},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.03496},
}