@article{focusdllmacceleratinglongcontextdiffusio,
  title = {Focus-dLLM: Accelerating Long-Context Diffusion LLM Inference via Confidence-Guided Context Focusing},
  author = {Lingkun Long and Yushi Huang and Shihao Bai and Ruihao Gong and Jun Zhang and Ao Zhou and Jianlei Yang},
  year = {2026},
  eprint = {2602.02159},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.02159},
}