Paper Citation Record · LEDGER

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences

As of 8 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2607.16024.

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

pith.paper-citation-record.v1
2607.16024 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T21:39:30.548206Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

39 of 39 outbound references displayed

verified exact3
verified fuzzy0
unresolved34
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7b7fa8ba-f0c2-43cc-8b71-b0c35281404c · outbound

This paper cites CoverUp: Effective High Coverage Test Generation for Python,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences CoverUp: Effective High Coverage Test Generation for Python,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:26.512746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 776385f7-725f-4cb4-a7fd-01ec9286fc86 · outbound

This paper cites Test Intention Guided LLM- Based Unit Test Generation,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences Test Intention Guided LLM- Based Unit Test Generation,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:26.597343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1f3a8e6-4803-43f3-ae3d-b9721a848de5 · outbound

This paper cites Advancing Code Coverage: Incorporating Program Analysis with Large Language Models,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences Advancing Code Coverage: Incorporating Program Analysis with Large Language Models,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:26.675422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6185ce67-74d2-4d1f-8040-74a9601d0d37 · outbound

This paper cites Code-Aware Prompting: A Study of Coverage-Guided Test Generation in Regression Setting using LLM,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences Code-Aware Prompting: A Study of Coverage-Guided Test Generation in Regression Setting using LLM,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:26.779911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 624df1be-4199-4e02-956d-afdca4eccef3 · outbound

This paper cites TestWeaver: Execution-aware, Feedback-driven Regression Testing Generation with Large Language Models,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences TestWeaver: Execution-aware, Feedback-driven Regression Testing Generation with Large Language Models,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:26.887243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 696a3876-3ac0-4f7c-a9d2-5e0f380b963d · outbound

This paper cites An approach and benchmark to detect behavioral changes of commits in continuous integration,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences An approach and benchmark to detect behavioral changes of commits in continuous integration,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:27.044570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be4f322f-49d0-47e6-b3bf-51a9fe384bc5 · outbound

This paper cites Nuances Are the Key: Unlocking ChatGPT to Find Failure-Inducing Tests with Differential Prompting,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences Nuances Are the Key: Unlocking ChatGPT to Find Failure-Inducing Tests with Differential Prompting,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:27.184678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3472befd-fca1-4c75-8daf-3383cf9aa4af · outbound

This paper cites Tracejit: Evaluating the impact of behavioral code change on just-in-time defect prediction,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences Tracejit: Evaluating the impact of behavioral code change on just-in-time defect prediction,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:27.318418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 085157bf-a21c-4b02-8832-7510bb2dc032 · outbound

This paper cites Testora: Using Natural Language Intent to Detect Behavioral Regressions,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences Testora: Using Natural Language Intent to Detect Behavioral Regressions,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:27.485375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 852feaba-b636-4684-884f-b9392b4dbbf0 · outbound

This paper cites Generalizing Test Cases for Comprehensive Test Scenario Coverage,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences Generalizing Test Cases for Comprehensive Test Scenario Coverage,

Reference 11

Resolution: verified exact; doi, observed 2026-08-01T21:43:32.793118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 24b42cf3-80d6-473e-b08e-bb2b659b20f5 · outbound

This paper cites Change And Cover: Last-Mile, Pull Request-Based Regression Test Augmentation,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences Change And Cover: Last-Mile, Pull Request-Based Regression Test Augmentation,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:27.774797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 833198b8-289e-42ce-bd66-9433d9a8ad82 · outbound

This paper cites CodaMosa: Escaping Coverage Plateaus in Test Generation with Pre-trained Large Language Models,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences CodaMosa: Escaping Coverage Plateaus in Test Generation with Pre-trained Large Language Models,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:27.883778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb25646b-c5bb-4f2e-a61b-52ef110f3fb8 · outbound

This paper cites HITS: High-coverage LLM-based Unit Test Generation via Method Slicing,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences HITS: High-coverage LLM-based Unit Test Generation via Method Slicing,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:27.969805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff49d532-bb84-4f9d-8640-b980f6db21e2 · outbound

This paper cites eXpress: guided path exploration for efficient regression test generation,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences eXpress: guided path exploration for efficient regression test generation,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:28.028904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef62ccf4-7689-4fcd-b4a7-21be29c5d59e · outbound

This paper cites A Multi-Agent Approach for REST API Testing with Semantic Graphs and LLM-Driven Inputs,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences A Multi-Agent Approach for REST API Testing with Semantic Graphs and LLM-Driven Inputs,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:28.142262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afe90610-958a-4ef4-922a-ca17133d26f7 · outbound

This paper cites CrossProbe: LLM-Empowered Cross- Project Bug Detection for Deep Learning Frameworks,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences CrossProbe: LLM-Empowered Cross- Project Bug Detection for Deep Learning Frameworks,

Reference 17

Resolution: verified exact; doi, observed 2026-08-01T21:43:32.640057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 820613a6-7243-4c4e-a349-b7274bb333ed · outbound

This paper cites LLM-powered test case generation for detecting bugs in plausible programs,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences LLM-powered test case generation for detecting bugs in plausible programs,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:28.326397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab6d8816-6f0a-4bef-8e0d-2a9a65b22fb1 · outbound

This paper cites Otter: Generating Tests from Issues to Validate SWE Patches.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences Otter: Generating Tests from Issues to Validate SWE Patches

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:28.437444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f3decb0-d3e0-424c-b4f3-e2287c5f9755 · outbound

This paper cites A history-based test prioritization technique for regression testing in resource constrained environments,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences A history-based test prioritization technique for regression testing in resource constrained environments,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:28.511948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f084c640-cca7-43de-b4a4-522f1610db1c · outbound

This paper cites Comparing and combining analysis-based and learning-based regression test selection,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences Comparing and combining analysis-based and learning-based regression test selection,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:28.725327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaecd656-ce31-4428-9988-18c01ef944ca · outbound

This paper cites Practical regression test selection with dynamic file dependencies,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences Practical regression test selection with dynamic file dependencies,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:28.802595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7f5c68b-81e2-4b44-8bba-f2dd06a214ff · outbound

This paper cites Fine-grained test minimization,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences Fine-grained test minimization,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:28.910467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1812d06c-635f-447d-aa6a-80d57187678d · outbound

This paper cites Nemo: multi- criteria test-suite minimization with integer nonlinear programming,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences Nemo: multi- criteria test-suite minimization with integer nonlinear programming,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:28.991533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 231a38b2-9c20-47a0-8ed8-62c08163b35c · outbound

This paper cites Understanding myths and realities of test-suite evolution,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences Understanding myths and realities of test-suite evolution,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:29.095569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f16d3db7-3d42-46ff-b112-27ddb2f87cd3 · outbound

This paper cites TestEvol: A tool for analyzing test-suite evolution,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences TestEvol: A tool for analyzing test-suite evolution,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:29.177750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5883947b-e2c7-40aa-8019-211b7e90b86f · outbound

This paper cites Automated Test Case Repair Using Language Models,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences Automated Test Case Repair Using Language Models,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:29.280881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 672d3ab6-f66c-4fb0-b565-9882b71e6a48 · outbound

This paper cites Patterns of Code-to-Test Co-evolution for Automated Test Suite Maintenance,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences Patterns of Code-to-Test Co-evolution for Automated Test Suite Maintenance,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:29.416011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83915108-f658-4463-bc7f-cc163c971104 · outbound

This paper cites Automated Unit Test Improvement using Large Language Models at Meta,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences Automated Unit Test Improvement using Large Language Models at Meta,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:29.598925Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ae023f1-206a-4c17-9f08-cb5b1533e957 · outbound

This paper cites Beyond Coverage: Automatic Test Suite Augmentation for Enhanced Effectiveness using Large Language Models,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences Beyond Coverage: Automatic Test Suite Augmentation for Enhanced Effectiveness using Large Language Models,

Reference 31

Resolution: verified exact; doi, observed 2026-08-01T21:43:32.230221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 089c2f22-4f0b-4cb7-bc5b-d202b060e932 · outbound

This paper cites E-Test: E’er-Improving Test Suites,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences E-Test: E’er-Improving Test Suites,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:29.854697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa34d2ac-68c9-4163-a580-7a862afaa0b9 · outbound

This paper cites Differential testing for software,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences Differential testing for software,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:29.929107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3814ebaa-6ae4-48e9-b3c3-b79ec257a014 · outbound

This paper cites Finding and understanding bugs in C compilers,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences Finding and understanding bugs in C compilers,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:30.003081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8518a5d5-5926-4028-92ab-668106ac07df · outbound

This paper cites Many-core compiler fuzzing,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences Many-core compiler fuzzing,

Reference 35

Resolution: malformed identifier; no resolver link, observed 2026-08-01T21:39:30.108123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a711ffd-869d-4b27-8364-340f14ea914a · outbound

This paper cites JEST: N+1-Version Differential Testing of Both JavaScript Engines and Specification,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences JEST: N+1-Version Differential Testing of Both JavaScript Engines and Specification,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:30.215554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 553b972b-7bb5-4594-9e60-1b6b4a7d00b1 · outbound

This paper cites A Differential Testing Approach for Evaluating Abstract Syntax Tree Mapping Algo- rithms,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences A Differential Testing Approach for Evaluating Abstract Syntax Tree Mapping Algo- rithms,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:30.300859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74b8e8a1-1013-416e-9f34-ad5d6e492b2f · outbound

This paper cites Fuzzing Auto- matic Differentiation in Deep-Learning Libraries,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences Fuzzing Auto- matic Differentiation in Deep-Learning Libraries,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:30.398828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ebd4069-2039-49ec-b61b-0c289b260773 · outbound

This paper cites DLFuzz: differential fuzzing testing of deep learning systems,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences DLFuzz: differential fuzzing testing of deep learning systems,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:30.472713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ca52256-310b-49ff-8353-b16b71495140 · outbound

This paper cites DifFuzz: Differential Fuzzing for Side-Channel Analysis,.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences DifFuzz: Differential Fuzzing for Side-Channel Analysis,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T21:39:30.548206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e89dfe75-518b-4d04-a730-c05a02e275bc · outbound

This paper cites Available: https://doi.ieeecomputersociety.org/10.1109/ ICST53961.2022.00023.

DiffTestGen: Change-Directed LLM-Based Testing for Exposing Behavioral Differences Available: https://doi.ieeecomputersociety.org/10.1109/ ICST53961.2022.00023

Reference 127

Resolution: malformed identifier; no resolver link, observed 2026-08-01T21:39:29.522234Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.