{
  "added_at": "2026-10-20",
  "arxiv_id": "2610.06900",
  "arxiv_version_reviewed": "v1",
  "authors": [
    "Yujian Zhuang",
    "Dehong Gao",
    "Qichao Zhang",
    "Qijing Lai",
    "Jiaxin Wang",
    "Libin Yang",
    "Xiaoyan Cai"
  ],
  "bibtex_url": "https://awesomerea.org/papers/citations/paper-asap-decompilation.bib",
  "code_url": null,
  "date_basis": "First arXiv submission date from the reviewed submission history; no formal publication was verified.",
  "date_basis_zh": "采用已核对的 arXiv 首次提交日期；尚未核实正式出版信息。",
  "date_precision": "day",
  "description_en": "ASAP aligns assembly and source representations during training, compresses assembly features into tokens, and supplies them alongside decompiler pseudocode to an LLM refiner. Masking and an assembly-advantage objective encourage the refiner to use low-level evidence.",
  "description_zh": "ASAP 在训练中对齐汇编与源码表示，将汇编特征压缩为标记，并与反编译伪代码一起交给 LLM 改进。掩码及汇编优势目标用于鼓励模型利用低层证据。",
  "doi": null,
  "entry_url": "https://awesomerea.org/papers/paper-asap-decompilation/",
  "entry_url_zh": "https://awesomerea.org/zh/papers/paper-asap-decompilation/",
  "evidence_urls": [
    "https://arxiv.org/abs/2610.06900v1",
    "https://arxiv.org/html/2610.06900v1"
  ],
  "first_arxiv_date": "2026-09-30",
  "id": "paper-asap-decompilation",
  "json_url": "https://awesomerea.org/papers/paper-asap-decompilation/record.json",
  "kind": "research",
  "markdown_url": "https://awesomerea.org/papers/paper-asap-decompilation/index.md",
  "markdown_url_zh": "https://awesomerea.org/zh/papers/paper-asap-decompilation/index.md",
  "metadata_notes": "Both the abstract history and v1 HTML give 2026-09-30, despite the 2610 identifier prefix. The article is CC BY 4.0. No author artifact URL or code/model/data license was verified from the reviewed sources and focused search; referenced training datasets retain their own terms.",
  "metadata_notes_zh": "尽管编号以 2610 开头，摘要历史与 v1 HTML 均给出 2026-09-30。文章采用 CC BY 4.0。已核对来源及定向检索未确认作者产物链接或代码／模型／数据许可；引用的训练数据集保留自身条款。",
  "pdf_url": "https://arxiv.org/pdf/2610.06900v1",
  "project_url": null,
  "publication_date": "2026-09-30",
  "publication_status": "preprint",
  "record_type": "paper",
  "runtime_tested": false,
  "scope_limitations_en": "Evaluation uses C adaptations of HumanEval and MBPP, x86-64 GCC 11.4 at O0–O3, and Ghidra 11.0.3 pseudocode. Re-execution means passing supplied tests, not proving equivalence. Identifier/comment recovery is not a dedicated component, and frontier-scale model training is not exhaustively evaluated.",
  "scope_limitations_zh": "评估使用 HumanEval、MBPP 的 C 改编版本，采用 x86-64 GCC 11.4 的 O0–O3 及 Ghidra 11.0.3 伪代码。重新执行率指通过既有测试，并非等价证明。方法没有专门的标识符／注释恢复模块，也未穷尽评估前沿规模模型的训练。",
  "targets": [
    "binary"
  ],
  "title": "ASAP: Assembly-Source Aligned Pseudocode Refinement For Binary Decompilation",
  "title_zh": "ASAP：通过汇编与源码对齐改进二进制反编译伪代码",
  "url": "https://arxiv.org/abs/2610.06900",
  "venue": "arXiv",
  "verification": "source-reviewed",
  "verified_at": "2026-10-20",
  "why_fits_en": "Adds an assembly-informed refinement approach that explicitly documents the limits of its execution-test evidence.",
  "why_fits_zh": "补充结合汇编证据的反编译改进方法，并明确执行测试证据的边界。",
  "year": 2026
}