{
  "added_at": "2026-11-06",
  "arxiv_id": "2601.14598",
  "arxiv_version_reviewed": "v2",
  "authors": [
    "Yonatan Gizachew Achamyeleh",
    "Harsh Thomare",
    "Mohammad Abdullah Al Faruque"
  ],
  "bibtex_url": "https://awesomerea.org/papers/citations/paper-helios.bib",
  "code_url": null,
  "date_basis": "First arXiv submission date.",
  "date_basis_zh": "arXiv 首次提交日期。",
  "date_precision": "day",
  "description_en": "HELIOS gives an LLM a hierarchical summary of binary control flow and function calls alongside decompiler output, with optional compiler feedback. It evaluates compilability and functional correctness.",
  "description_zh": "HELIOS 将二进制程序的控制流和函数调用整理成分层摘要，与反编译器输出一同提供给大语言模型，并可加入编译器反馈。论文评估了生成代码的可编译性和功能正确性。",
  "doi": null,
  "entry_url": "https://awesomerea.org/papers/paper-helios/",
  "entry_url_zh": "https://awesomerea.org/zh/papers/paper-helios/",
  "evidence_urls": [
    "https://arxiv.org/abs/2601.14598"
  ],
  "first_arxiv_date": "2026-01-21",
  "id": "paper-helios",
  "json_url": "https://awesomerea.org/papers/paper-helios/record.json",
  "kind": "research",
  "markdown_url": "https://awesomerea.org/papers/paper-helios/index.md",
  "markdown_url_zh": "https://awesomerea.org/zh/papers/paper-helios/index.md",
  "metadata_notes": "The date and venue come from the arXiv record.",
  "metadata_notes_zh": "日期和发表场所来自 arXiv 记录。",
  "pdf_url": "https://arxiv.org/pdf/2601.14598",
  "project_url": null,
  "publication_date": "2026-01-21",
  "publication_status": "preprint",
  "record_type": "paper",
  "runtime_tested": false,
  "scope_limitations_en": "Evaluation covers HumanEval-Decompile on x86_64 with Gemini 2.0 and GPT-4.1 Mini, plus six architectures from x86, ARM, and MIPS.",
  "scope_limitations_zh": "评估涵盖 x86_64 上的 HumanEval-Decompile，使用 Gemini 2.0 和 GPT-4.1 Mini，并覆盖来自 x86、ARM 和 MIPS 的六种架构。",
  "targets": [
    "binary"
  ],
  "title": "HELIOS: Hierarchical Graph Abstraction for Structure-Aware LLM Decompilation",
  "title_zh": "HELIOS：面向结构感知大语言模型反编译的分层图抽象",
  "url": "https://arxiv.org/abs/2601.14598",
  "venue": "arXiv",
  "verification": "source-reviewed",
  "verified_at": "2026-11-06",
  "why_fits_en": "It addresses binary decompilation for reverse engineering by using program structure to help generate recompilable, functionally correct code.",
  "why_fits_zh": "论文研究用于逆向工程的二进制程序反编译，利用程序结构帮助生成可重新编译且功能正确的代码。",
  "year": 2026
}