PCodeTrans: Translate Decompiled Pseudocode to Compilable and Executable Equivalent | Signal Canvas | ScienceToStartup

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PCodeTrans: Translate Decompiled Pseudocode to Compilable and Executable Equivalent

Stale68d agoVerification pending / evidence receipt incomplete

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Signal Canvas proof surface

Canonical route: /signal-canvas/pcodetrans-translate-decompiled-pseudocode-to-compilable-and-executable-equivalent

stale

Proof freshness: stale
Proof status: unverified
Display score: 8/10
Last proof check: 2026-04-02
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 0
Source count: 0
Coverage: 17%

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Agent Handoff

PCodeTrans: Translate Decompiled Pseudocode to Compilable and Executable Equivalent

Canonical ID pcodetrans-translate-decompiled-pseudocode-to-compilable-and-executable-equivalent | Route /signal-canvas/pcodetrans-translate-decompiled-pseudocode-to-compilable-and-executable-equivalent

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/pcodetrans-translate-decompiled-pseudocode-to-compilable-and-executable-equivalent

MCP example

{
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  "arguments": {
    "mode": "paper",
    "paper_ref": "pcodetrans-translate-decompiled-pseudocode-to-compilable-and-executable-equivalent",
    "query_text": "Summarize PCodeTrans: Translate Decompiled Pseudocode to Compilable and Executable Equivalent"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "PCodeTrans: Translate Decompiled Pseudocode to Compilable and Executable Equivalent",
  "normalized_query": "2603.14855",
  "route": "/signal-canvas/pcodetrans-translate-decompiled-pseudocode-to-compilable-and-executable-equivalent",
  "paper_ref": "pcodetrans-translate-decompiled-pseudocode-to-compilable-and-executable-equivalent",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Paper mode· single-doc scopescope: pcodetrans-translate-decompiled-pseudocode-to-compilable-and-executable-equivalent

Preparing verified analysis

GitHub Code Pulse

No public code linked for this paper yet.

Claim map

Strong 8Mixed 0Weak 0

Evidencepartial
attaining 100% function-level compilability on unstripped binaries
Implicationpartial
Explicitly stated in abstract with clear numeric evidence
Verificationpartial
partial
Evidencepartial
attaining 100% function-level compilability on unstripped binaries alongside 99.55% and 99.89% test-validated behavioral consistency, respectively
Implicationpartial
Explicitly stated in abstract with clear numeric evidence
Verificationpartial
partial
Evidencepartial
it resolves 76.56% and 79.74% of logic errors exposed by official test suites
Implicationpartial
Explicitly stated in abstract with clear numeric evidence
Verificationpartial
partial
Evidencepartial
Exhibiting exceptional resilience, PCodeTrans maintains over 96% behavioral consistency even on fully stripped binaries
Implicationpartial
Explicitly stated in abstract with clear numeric evidence
Verificationpartial
partial
Evidencepartial
PCodeTrans employs an in situ substitutable engine to hot-swap the compiled function directly into the unmodified binary
Implicationpartial
Directly stated in abstract describing the method
Verificationpartial
partial
Evidencepartial
Guided by fine-grained differential tracing, PCodeTrans generates precise runtime feedback to iteratively guide an LLM in repairing semantic discrepancies
Implicationpartial
Directly stated in abstract describing the method
Verificationpartial
partial
Evidencepartial
By significantly outperforming all existing baselines, PCodeTrans paves a practical path to reliably translate decompiled pseudocode into compilable and executable equivalents
Implicationpartial
Strongly stated in abstract but without specific comparison metrics
Verificationpartial
partial
Evidencepartial
Performance may degrade on heavily obfuscated or stripped binaries
Implicationpartial
Explicitly stated in analysis caveats section
Verificationpartial
partial

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