{
  "id": "diffuspec2026",
  "title": "DiffuSpec: Unlocking Diffusion Language Models for Speculative Decoding",
  "authors": [
    {
      "given": "Guanghao",
      "family": "Li"
    },
    {
      "given": "Zhihui",
      "family": "Fu"
    },
    {
      "given": "Min",
      "family": "Fang"
    },
    {
      "given": "Qibin",
      "family": "Zhao"
    },
    {
      "given": "Ming",
      "family": "Tang"
    },
    {
      "given": "Chun",
      "family": "Yuan"
    },
    {
      "given": "Jun",
      "family": "Wang"
    }
  ],
  "year": 2026,
  "venue": "Findings of ACL 2026",
  "paper_url": "https://aclanthology.org/2026.findings-acl.1048/",
  "pdf_url": "https://aclanthology.org/2026.findings-acl.1048.pdf",
  "doi": "10.18653/v1/2026.findings-acl.1048",
  "summary": "结合扩散草稿生成、token 候选格上的 Causal-consistency Path Search，以及自适应草稿长度。",
  "connection": "把候选格路径选择与对并行扩散提议的自回归验证相连接。",
  "bibtex_type": "inproceedings",
  "citation_key": "li2026diffuspec",
  "source_urls": [
    "https://aclanthology.org/2026.findings-acl.1048/",
    "https://aclanthology.org/2026.findings-acl.1048.pdf"
  ],
  "updated_at": "2026-11-11",
  "description_language": "zh-Hans",
  "abstract_language": "en",
  "record_url": "https://yuntiandeng.com/research/zh/papers/diffuspec2026/"
}