Paper Citation Record · LEDGER

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis

As of 5 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2606.20969.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2606.20969 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-26T16:53:14.049390Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

32 of 32 outbound references displayed

verified exact8
verified fuzzy0
unresolved17
parse uncertain0
malformed identifier4
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 17c29eb9-a3fb-4268-8ab6-0abf541ffdf3 · outbound

This paper cites an unresolved cited work.

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-26T16:53:14.049390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a1f7077-adcb-4b63-ba2b-7ccccedfb946 · outbound

This paper cites Seeking Specifications: The Case for Neuro-Symbolic Specification Synthesis.

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis Seeking Specifications: The Case for Neuro-Symbolic Specification Synthesis

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-04T04:39:34.698539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation c4e4feb1-3e46-421a-9463-bb3fe1cfff2c · outbound

This paper cites Specify what? Enhancing neural specification synthesis by symbolic methods,.

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis Specify what? Enhancing neural specification synthesis by symbolic methods,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-26T16:53:14.049390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b13af219-eb1d-402d-bb8d-8dbb48ae0bfe · outbound

This paper cites Can ChatGPT support software verification?.

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis Can ChatGPT support software verification?

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-07-04T04:39:34.692792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 148b8f3a-30b5-42d8-8736-2e5b1061d1fb · outbound

This paper cites En- hancing automated loop invariant generation for complex programs with large language models,.

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis En- hancing automated loop invariant generation for complex programs with large language models,

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-04T04:39:34.691166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a90567ac-4135-4b04-a193-1c4bfc8d90a9 · outbound

This paper cites Mod- eling and discovering vulnerabilities with code property graphs,.

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis Mod- eling and discovering vulnerabilities with code property graphs,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-26T16:53:14.049390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c47e1968-2b04-4089-a1b0-2ab499882779 · outbound

This paper cites The daikon system for dynamic detection of likely invariants,.

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis The daikon system for dynamic detection of likely invariants,

Reference 7

Resolution: malformed identifier; no resolver link, observed 2026-06-26T16:53:14.049390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d34e472-3c01-4e1e-9a33-0139c3402960 · outbound

This paper cites QuSBT: Search-based testing of quantum programs.

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis QuSBT: Search-based testing of quantum programs

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-06-26T16:59:35.835129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation dabc3088-da30-4cdf-8860-a544cb1496f3 · outbound

This paper cites Dysy: dynamic symbolic execution for invariant inference,.

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis Dysy: dynamic symbolic execution for invariant inference,

Reference 9

Resolution: malformed identifier; arxiv_id, observed 2026-07-04T04:39:34.695727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b8eb17da-92e0-49ed-9ffe-961932c9dd84 · outbound

This paper cites Speedy: An eclipse-based ide for invariant inference,.

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis Speedy: An eclipse-based ide for invariant inference,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-26T16:53:14.049390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe1455e3-dc17-4ec9-9e59-fd68c48e660c · outbound

This paper cites Efficient mining of iterative patterns for software specification discovery,.

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis Efficient mining of iterative patterns for software specification discovery,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-26T16:53:14.049390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6824622-14b9-408a-8a3b-15af52f2b893 · outbound

This paper cites Abstract contract synthesis and verification in the symbolic k framework,.

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis Abstract contract synthesis and verification in the symbolic k framework,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-26T16:53:14.049390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21bcee9f-062f-46c0-b0d0-db971b9657c4 · outbound

This paper cites Automated synthesis of software contracts with kindspec,.

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis Automated synthesis of software contracts with kindspec,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-26T16:53:14.049390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f7c6bef-01e3-4f7c-9631-b581c4b1cc43 · outbound

This paper cites An experimental Study using ACSL and Frama-C to formulate and verify Low-Level Requirements from a DO-178C compliant Avionics Project.

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis An experimental Study using ACSL and Frama-C to formulate and verify Low-Level Requirements from a DO-178C compliant Avionics Project

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-07-04T04:39:34.701323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d20ea517-ae7b-4a8e-a8dc-bf118110f946 · outbound

This paper cites AutoDeduct: A Tool for Automated Deductive Verification of C Code.

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis AutoDeduct: A Tool for Automated Deductive Verification of C Code

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-07-04T04:39:34.684793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8876ed53-c014-44d9-aeaf-7c007bbcb719 · outbound

This paper cites Automated inference of ACSL function con- tracts using tricera,.

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis Automated inference of ACSL function con- tracts using tricera,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-26T16:53:14.049390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 572d2c98-43fe-483e-bc0c-995d05145fc9 · outbound

This paper cites an unresolved cited work.

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-26T16:53:14.049390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfd5cd6f-220a-4c55-9981-45a1df061cb1 · outbound

This paper cites [Online].

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis [Online]

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-26T16:53:14.049390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a51ca1a-79f8-4b9d-bb86-5dbb318a6ae4 · outbound

This paper cites Enchanting program specification synthesis by large language models using static analysis and program verification,.

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis Enchanting program specification synthesis by large language models using static analysis and program verification,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-26T16:53:14.049390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 986d2a39-8dba-4329-8939-17e4d344fec7 · outbound

This paper cites Veco- gen: Automating generation of formally verified c code with large language models,.

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis Veco- gen: Automating generation of formally verified c code with large language models,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-26T16:53:14.049390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e11d2e1-b367-4777-90d7-4db816f9c2fc · outbound

This paper cites LLM meets bounded model checking: Neuro-symbolic loop invariant inference,.

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis LLM meets bounded model checking: Neuro-symbolic loop invariant inference,

Reference 21

Resolution: malformed identifier; arxiv_id, observed 2026-07-04T04:39:34.681475Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 04c20b8c-ba46-4eb1-9463-96756865c5c6 · outbound

This paper cites Next steps in LLM-Supported Java verification,.

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis Next steps in LLM-Supported Java verification,

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-06-26T16:59:35.832462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8126364d-31b3-4dcc-83c0-993338fe97b5 · outbound

This paper cites Automated generation of code contracts: Generative ai to the rescue?.

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis Automated generation of code contracts: Generative ai to the rescue?

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-26T16:53:14.049390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11b289f0-53b6-4303-9554-c9e829a4a98b · outbound

This paper cites 2025.IRFuzzer: Specialized Fuzzing for LLVM Backend Code Generation.

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis 2025.IRFuzzer: Specialized Fuzzing for LLVM Backend Code Generation

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-06-26T16:59:35.826659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 98d4e825-bc25-4038-97ff-097f948bc0f2 · outbound

This paper cites A tale of 1001 loc: Potential runtime error-guided specification synthesis for verifying large-scale programs,.

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis A tale of 1001 loc: Potential runtime error-guided specification synthesis for verifying large-scale programs,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-26T16:53:14.049390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0abb81b4-4449-4856-9aac-6e6c6f390f37 · outbound

This paper cites arXiv preprint arXiv:2410.15756 , year=.

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis arXiv preprint arXiv:2410.15756 , year=

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T04:39:34.704045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 89879d05-b4fb-4fbf-b4ed-2adb05d3c4c9 · outbound

This paper cites ClassInvGen: Class Invariant Synthesis using Large Language Models.

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis ClassInvGen: Class Invariant Synthesis using Large Language Models

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-07-04T04:39:34.694364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 1583e8ba-d4f4-4319-a51e-c4424f403132 · outbound

This paper cites Propertygpt: Llm-driven formal verification of smart contracts through retrieval-augmented property generation,.

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis Propertygpt: Llm-driven formal verification of smart contracts through retrieval-augmented property generation,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-26T16:53:14.049390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf2da85f-9988-46b0-8c77-e25a8d75150f · outbound

This paper cites PropertyGPT: LLM-driven Formal Verification of Smart Contracts through Retrieval-Augmented Property Generation.

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis PropertyGPT: LLM-driven Formal Verification of Smart Contracts through Retrieval-Augmented Property Generation

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-06-26T16:59:35.829287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 4e767b3c-8af8-4c3c-9a3f-dc9276acbdd4 · outbound

This paper cites Loop verification with invariants and contracts,.

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis Loop verification with invariants and contracts,

Reference 30

Resolution: malformed identifier; no resolver link, observed 2026-06-26T16:53:14.049390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34cd1f25-a671-4f40-86aa-2e6368d8f977 · outbound

This paper cites an unresolved cited work.

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-26T16:53:14.049390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b0a98c6-f0a4-4451-b9e0-08c7cdb709cb · outbound

This paper cites Casp: an evaluation dataset for formal verification of c code,.

AutoACSL: Synthesizing ACSL Specifications by Integrating LLMs with CPG-Based Static Analysis Casp: an evaluation dataset for formal verification of c code,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-06-26T16:53:14.049390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.