Paper Citation Record · LEDGER

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones

As of 19 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2507.16661.

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

pith.paper-citation-record.v1
2507.16661 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:10:12.579941Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

44 of 44 outbound references displayed

verified exact1
verified fuzzy2
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6f1c957f-26d1-4267-b412-b663165f3c8f · outbound

This paper cites an unresolved cited work.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:10:13.457491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6ae72e30-87dc-4696-9e5a-0d9e420f6208 · outbound

This paper cites an unresolved cited work.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:10:13.441831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f24f2c65-e203-4c7a-92ae-59f4f7797ae6 · outbound

This paper cites A Slicing-Based Approach for Detecting and Patching Vulnerable Code Clones.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones A Slicing-Based Approach for Detecting and Patching Vulnerable Code Clones

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:10:13.008950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 14659341-77d8-4408-a8f7-1f294b7ae234 · outbound

This paper cites an unresolved cited work.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:10:13.426749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 46f4f0b5-a122-432e-99b2-499ca638d34d · outbound

This paper cites an unresolved cited work.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T15:10:12.377037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 968727e8-9dd0-4d79-a258-53ec55fce7b8 · outbound

This paper cites an unresolved cited work.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:10:13.402840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7b55674c-6832-4fde-a81a-3ed02a2e57c7 · outbound

This paper cites an unresolved cited work.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:10:13.388644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 832a7797-c80e-4231-8cef-df15cc817eb5 · outbound

This paper cites an unresolved cited work.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:10:13.370757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation facbc142-67fa-4d84-b91d-6c670f0b06e9 · outbound

This paper cites JavaVFC: Java Vulnerability Fixing Commits from Open-source Software.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones JavaVFC: Java Vulnerability Fixing Commits from Open-source Software

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T15:10:12.397810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94c93a04-f933-4147-a410-2a8149a26795 · outbound

This paper cites an unresolved cited work.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:10:13.351862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8be0eeab-6b08-4e33-8eb2-333bff37946b · outbound

This paper cites an unresolved cited work.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:10:13.331591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 53612543-b095-45e8-9deb-a5ab1142f93f · outbound

This paper cites Vulnerability Detection with Code Language Models: How Far Are We?.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones Vulnerability Detection with Code Language Models: How Far Are We?

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T15:10:12.412136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc88c953-7124-40bf-b5d4-9d477f7cae9c · outbound

This paper cites The Faiss library.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones The Faiss library

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T15:10:12.417412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adee4f15-d721-4866-805c-bf86223e640f · outbound

This paper cites an unresolved cited work.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:10:13.314502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a22b6519-9634-4fdd-b39b-982a04d9ae2d · outbound

This paper cites CodeBERT: A Pre-Trained Model for Programming and Natural Languages.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones CodeBERT: A Pre-Trained Model for Programming and Natural Languages

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T15:10:12.428297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 196326bd-4b31-47ce-8a41-15127b23130f · outbound

This paper cites GraphCodeBERT: Pre-training Code Representations with Data Flow.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones GraphCodeBERT: Pre-training Code Representations with Data Flow

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T15:10:12.433307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46c354c3-cdd9-492f-8efb-a13540f7fd3f · outbound

This paper cites jina-embeddings-v4: Universal Embeddings for Multimodal Multilingual Retrieval.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones jina-embeddings-v4: Universal Embeddings for Multimodal Multilingual Retrieval

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T15:10:12.438624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 114e91f3-15b1-4f02-91eb-950acab01315 · outbound

This paper cites an unresolved cited work.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:10:13.298368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation da78a50d-d6df-4641-98ea-1a8b3410eafe · outbound

This paper cites an unresolved cited work.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:10:13.282543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3bbdde6a-ae2f-466b-a366-feb1c7b8e4a3 · outbound

This paper cites an unresolved cited work.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T15:10:12.454499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 596a9f8a-697a-468c-a41a-41f7ec9ef03b · outbound

This paper cites an unresolved cited work.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:10:13.250756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f00f0d08-94eb-493b-8eb0-21e245cc3516 · outbound

This paper cites an unresolved cited work.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:10:13.230187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 49de988a-b482-450d-b7ff-6188210c4350 · outbound

This paper cites an unresolved cited work.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:10:13.215847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4c79f632-da5e-4f92-aebc-ed75411eabe4 · outbound

This paper cites an unresolved cited work.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:10:13.201152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 94a9c04f-ba76-4b36-a20a-43f9a0ce2f61 · outbound

This paper cites CleanVul: Automatic Function-Level Vulnerability Detection in Code Commits Using LLM Heuristics.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones CleanVul: Automatic Function-Level Vulnerability Detection in Code Commits Using LLM Heuristics

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T15:10:12.479822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3877ab62-19ed-42b1-b1d0-81cbbbeba20f · outbound

This paper cites an unresolved cited work.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:10:13.184805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b8b319b1-81b3-4727-b22f-b513d4f68c0e · outbound

This paper cites an unresolved cited work.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:10:13.168945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c68f5f05-c164-40d9-8bf8-909c2b1bee7a · outbound

This paper cites an unresolved cited work.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T15:10:12.498386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab166947-a79d-492e-9763-6be71e1036cf · outbound

This paper cites VulDeePecker: A Deep Learning-Based System for Vulnerability Detection.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones VulDeePecker: A Deep Learning-Based System for Vulnerability Detection

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T15:10:12.502562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af4e289d-e5c2-4ad3-b8c6-19ce9ea209f3 · outbound

This paper cites CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T15:10:12.508073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0927c37-0723-447f-876e-6c7222a95db7 · outbound

This paper cites an unresolved cited work.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:10:13.143978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b3d32548-e8c8-4c4b-83c7-0a8c4d22c992 · outbound

This paper cites an unresolved cited work.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:10:13.127966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c36b2941-0c35-4401-a070-b789c551231b · outbound

This paper cites an unresolved cited work.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:10:13.113690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d3d5cb4f-cbb5-42f3-a512-65bc8a42649d · outbound

This paper cites an unresolved cited work.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones Unresolved cited work

Reference 34

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T15:10:12.812895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 92d4183b-f737-4107-a000-a661a07aa455 · outbound

This paper cites an unresolved cited work.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:10:13.098589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f3a1e0e9-7319-4889-86d7-8542e5bf3466 · outbound

This paper cites jina-embeddings-v3: Multilingual Embeddings With Task LoRA.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones jina-embeddings-v3: Multilingual Embeddings With Task LoRA

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T15:10:12.538883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b997af6-5d5b-47c9-8b2a-32cb988ee410 · outbound

This paper cites Confabulation: The Surprising Value of Large Language Model Hallucinations.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones Confabulation: The Surprising Value of Large Language Model Hallucinations

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T15:10:12.545216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7e64d7b-532a-40e5-a8d8-e9bfee3f91ef · outbound

This paper cites an unresolved cited work.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T15:10:12.549745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 250501d7-50f8-4416-9f21-8c99fe033e02 · outbound

This paper cites Qwen3 Technical Report.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones Qwen3 Technical Report

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T15:10:12.554481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea7f2588-813a-4869-9595-e8fcb6157f44 · outbound

This paper cites CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T15:10:12.559690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 791848e4-78a0-4e00-8910-16a1e40d84db · outbound

This paper cites an unresolved cited work.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:10:13.072993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1b8f415b-466e-478a-8c19-df312fd9e433 · outbound

This paper cites 2022.{MOVERY}: A precise approach for modified vul- nerable code clone discovery from modified{Open-Source} software components.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones 2022.{MOVERY}: A precise approach for modified vul- nerable code clone discovery from modified{Open-Source} software components

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:10:13.056590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bc85969d-78a9-4e99-a31b-e26fd0593393 · outbound

This paper cites 2020.{MVP}: Detecting vulnerabilities using{Patch-Enhanced} vulnerability signatures.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones 2020.{MVP}: Detecting vulnerabilities using{Patch-Enhanced} vulnerability signatures

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:10:13.039054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 59fa8d6d-cca5-4d4c-96af-4edfc9e7e571 · outbound

This paper cites an unresolved cited work.

VulCoCo: A Simple Yet Effective Method for Detecting Vulnerable Code Clones Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:10:13.024582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.