Paper Citation Record · LEDGER

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation

As of 10 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2607.22471.

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

pith.paper-citation-record.v1
2607.22471 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T04:45:11.094721Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

30 of 30 outbound references displayed

verified exact0
verified fuzzy0
unresolved30
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8b7a1fb3-2cec-4d92-b4fc-57b2e3d5ea83 · outbound

This paper cites Code Llama: Open Foundation Models for Code.

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation Code Llama: Open Foundation Models for Code

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T04:45:10.973787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b460fd7-f6a7-4e43-b946-87d75ed6c1d9 · outbound

This paper cites Codet5+: Open code large language models for code un- derstanding and generation,.

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation Codet5+: Open code large language models for code un- derstanding and generation,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T04:45:10.979280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd8ce3f9-26a6-4be2-b24e-7ee6ec6e33bf · outbound

This paper cites GPT-4 Technical Report.

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation GPT-4 Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T04:45:10.983439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68af1283-186e-43ca-b645-5e180ea514ee · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation LLaMA: Open and Efficient Foundation Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T04:45:10.987866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b754a7e-0135-4672-b97c-088162e787de · outbound

This paper cites Test-driven develop- ment and llm-based code generation,.

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation Test-driven develop- ment and llm-based code generation,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T04:45:10.992497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 788c7f0d-031d-42d0-b300-4651ce284af9 · outbound

This paper cites Large Language Model Guided Self-Debugging Code Generation.

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation Large Language Model Guided Self-Debugging Code Generation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T04:45:10.996460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63165519-3557-49cc-a62f-8dd91d183266 · outbound

This paper cites Large Language Models as Test Case Generators: Performance Evaluation and Enhancement.

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation Large Language Models as Test Case Generators: Performance Evaluation and Enhancement

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T04:45:11.001231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03c6c5aa-0ebb-411f-8634-503533dbb77c · outbound

This paper cites Test wars: A comparative study of sbst, symbolic execution, and llm-based approaches to unit test generation,.

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation Test wars: A comparative study of sbst, symbolic execution, and llm-based approaches to unit test generation,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T04:45:11.005376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03169595-0da1-43fb-9cae-85d9b8cf7c89 · outbound

This paper cites Valtest: Automated validation of language model generated test cases,.

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation Valtest: Automated validation of language model generated test cases,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T04:45:11.009490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5f7216e-f0b3-48da-82fe-afbcb5095752 · outbound

This paper cites CodeContests+: High-Quality Test Case Generation for Competitive Programming.

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation CodeContests+: High-Quality Test Case Generation for Competitive Programming

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T04:45:11.013818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7934f80b-aba3-4b42-a84e-73d046d24475 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation Evaluating Large Language Models Trained on Code

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T04:45:11.017866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d720d9f-7c76-45e1-b572-791049b196da · outbound

This paper cites Program Synthesis with Large Language Models.

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation Program Synthesis with Large Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T04:45:11.021973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 354af337-6b48-4386-b9a6-c01a6251be31 · outbound

This paper cites Measuring Coding Challenge Competence With APPS.

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation Measuring Coding Challenge Competence With APPS

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T04:45:11.026049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddc7f7cd-a5be-4d0b-9d49-b7fc5801c9e8 · outbound

This paper cites Livecodebench: Holistic and contamination free evaluation of large lan- guage models for code,.

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation Livecodebench: Holistic and contamination free evaluation of large lan- guage models for code,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T04:45:11.030266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edf50c8e-2db6-4d3d-9aad-0c0e204791f9 · outbound

This paper cites StarCoder: may the source be with you!.

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation StarCoder: may the source be with you!

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T04:45:11.034223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f4f5455-adb9-4661-bca8-ff9d38c9a2de · outbound

This paper cites Self-refine: Iterative refinement with self- feedback,.

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation Self-refine: Iterative refinement with self- feedback,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T04:45:11.038921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2acced2c-c092-42bb-9cd5-071404c7690a · outbound

This paper cites Blueprint2code: a multi-agent pipeline for reliable code generation via blueprint planning and repair,.

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation Blueprint2code: a multi-agent pipeline for reliable code generation via blueprint planning and repair,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T04:45:11.043456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 561bd9ff-fcd5-4496-b7f0-cc6e423c072e · outbound

This paper cites Codetree: Agent-guided tree search for code generation with large language models,.

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation Codetree: Agent-guided tree search for code generation with large language models,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T04:45:11.048563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad172749-28e5-4bf2-8c4e-7d948f9b546e · outbound

This paper cites Debatecoder: Towards collective intelligence of llms via test case driven llm debate for code generation,.

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation Debatecoder: Towards collective intelligence of llms via test case driven llm debate for code generation,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T04:45:11.052415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f2ddb68-b4cf-4ce8-aad4-9929d59c913d · outbound

This paper cites MapCoder: Multi-Agent Code Generation for Competitive Problem Solving.

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation MapCoder: Multi-Agent Code Generation for Competitive Problem Solving

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T04:45:11.056456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89268b87-8a4f-4ece-a16d-bc5da30d5f11 · outbound

This paper cites Divide-and-conquer meets consensus: Unleash- ing the power of functions in code generation,.

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation Divide-and-conquer meets consensus: Unleash- ing the power of functions in code generation,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T04:45:11.060618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1abcce01-f1d1-41bc-85c1-cb4a23ece2bc · outbound

This paper cites Self- consistency improves chain of thought reasoning in lan- guage models,.

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation Self- consistency improves chain of thought reasoning in lan- guage models,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T04:45:11.064340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea935ab6-7a37-48b6-b583-9a120995b043 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models,.

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation Chain-of-thought prompting elicits reasoning in large language models,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T04:45:11.068172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcd201b5-062e-4119-9f76-4de66e5f79dd · outbound

This paper cites Self-planning code generation with large language models,.

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation Self-planning code generation with large language models,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T04:45:11.071728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9ad1548-988c-4df9-acb7-ed49986df3b6 · outbound

This paper cites Reflexion: Language agents with verbal reinforcement learning,.

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation Reflexion: Language agents with verbal reinforcement learning,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T04:45:11.075798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c700d10-dc2d-47cf-a228-75c1780d75ed · outbound

This paper cites Codet: Code generation with gener- ated tests,.

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation Codet: Code generation with gener- ated tests,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T04:45:11.079345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b9247b5-a91f-4a4a-8581-dcf5b69ebe07 · outbound

This paper cites Is your code generated by chatgpt really correct? rigorous evaluation of large language models for code generation,.

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation Is your code generated by chatgpt really correct? rigorous evaluation of large language models for code generation,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T04:45:11.082852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4707e888-a9cc-4614-8603-350857104aff · outbound

This paper cites Qwen2.5-Coder Technical Report.

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation Qwen2.5-Coder Technical Report

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T04:45:11.086616Z

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Unavailable: canonical work link unavailable.

Observation 3af80b9b-113d-45a3-8c1b-f8c81103053b · outbound

This paper cites The Llama 3 Herd of Models.

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation The Llama 3 Herd of Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T04:45:11.090679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 967fbd1a-2353-44b2-ac6a-4526028cfc67 · outbound

This paper cites Qwen3 Technical Report.

MineValiCoder: Reliable Code Generation with Test Case Quality Mining and Bipartite Graph-Based Mutual Validation Qwen3 Technical Report

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T04:45:11.094721Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.