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Paper Citation Record · LEDGER

SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models

As of 4 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2512.00560.

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

pith.paper-citation-record.v1
2512.00560 v2

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T19:29:35.789929Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+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

46 of 46 outbound references displayed

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  • verified fuzzy0
  • unresolved41
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External citation measurements

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Outbound references

Observation 318a1fb7-bfa0-48c6-a401-9333b71c9bbb · outbound

This paper cites Accessed: 2024-10-29 (2024).

SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models Accessed: 2024-10-29 (2024)

Reference 1

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SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models Unresolved cited work

Reference 2

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This paper cites In: 1993 Conference on Software Maintenance, pp.

SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models In: 1993 Conference on Software Maintenance, pp

Reference 3

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This paper cites In: Proceedings of the 2015 International Symposium on Software TestingandAnalysis.ISSTA2015,pp.211–222.AssociationforComputingMachinery, New York, NY, USA (2015).

SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models In: Proceedings of the 2015 International Symposium on Software TestingandAnalysis.ISSTA2015,pp.211–222.AssociationforComputingMachinery, New York, NY, USA (2015)

Reference 4

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This paper cites In: 2015 USENIX Annual Technical Conference (USENIX ATC 15), pp.

SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models In: 2015 USENIX Annual Technical Conference (USENIX ATC 15), pp

Reference 5

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This paper cites GSTF Journal on Computing (JoC)3(2), 10 (2013) https://doi.org/10.7603/ s40601-013-0010-4.

SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models GSTF Journal on Computing (JoC)3(2), 10 (2013) https://doi.org/10.7603/ s40601-013-0010-4

Reference 6

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This paper cites In: 2021 IEEE Conference on Games (CoG), pp.

SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models In: 2021 IEEE Conference on Games (CoG), pp

Reference 7

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SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models Unresolved cited work

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SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models 2023 10th International Conference on DependableSystemsandTheirApplications(DSA),734–742(2023)https://doi.org/10

Reference 10

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This paper cites IEEE/ACM International Conference on Automation of Software Test (AST), 90–99 (2021) https://doi.org/10.1109/AST52587.2021.00018.

SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models IEEE/ACM International Conference on Automation of Software Test (AST), 90–99 (2021) https://doi.org/10.1109/AST52587.2021.00018

Reference 11

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This paper cites Machine Learning63(3), 217–248 (2006) https://doi.org/10.1007/ s10994-006-6205-6 27.

SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models Machine Learning63(3), 217–248 (2006) https://doi.org/10.1007/ s10994-006-6205-6 27

Reference 12

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SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models 1–8 (2025)

Reference 13

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SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models In: Proceedings of the Annual Symposium on Computer-Human Interaction in Play

Reference 14

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SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models In: 2015 ACM/IEEE 18th International Conference on Model Driven Engineering Languages and Systems (MODELS), pp

Reference 15

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SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models In: Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems

Reference 16

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SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models In: 2019 34th IEEE/ACM International Conference on Automated Software Engineering (ASE), pp

Reference 17

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SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models In: 2018 IEEE Conference on Computa- tionalIntelligenceandGames(CIG),pp.1–8(2018).https://doi.org/10.1109/CIG.2018

Reference 18

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SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models IEEE Transactions on Software Engineering50(4), 911–936 (2024) https://doi.org/10.1109/TSE.2024.3368208

Reference 19

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SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models Unit Test Case Generation with Transformers and Focal Context

Reference 20

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SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models Information and Software Technology176, 107565 (2024) https: //doi.org/10.1016/j.infsof.2024.107565

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SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models ChatUniTest: A Framework for LLM-Based Test Generation

Reference 22

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SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models Unresolved cited work

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SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models In: 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE), pp

Reference 27

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SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models In: Proceedings of the IEEE/ACM 46th International Conference on SoftwareEngineering.ICSE’24.AssociationforComputingMachinery,NewYork,NY, USA (2024)

Reference 28

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SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models Large Language Models are Edge-Case Fuzzers: Testing Deep Learning Libraries via FuzzGPT

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SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models In: Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), pp

Reference 30

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SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models 1637–1641 (2022)

Reference 31

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SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models findings-emnlp.57 29

Reference 32

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SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models Teaching Large Language Models to Self-Debug

Reference 33

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SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models 1–13 (2024)

Reference 34

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SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models https://doi.org/10.1145/3524459.3527350

Reference 35

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SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models In: Proceedings of the 31st ACM Joint EuropeanSoftwareEngineeringConferenceandSymposiumontheFoundationsofSoft- ware Engineering (ESEC/FSE), pp

Reference 36

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SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models Accessed: 2025-10-14 (2024)

Reference 37

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Observation b76a8078-b15a-43cf-9c4b-1ca603c0d317 · outbound

This paper cites In: 2014 Brazilian Conference on Intelligent Systems (BRACIS), pp.

SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models In: 2014 Brazilian Conference on Intelligent Systems (BRACIS), pp

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Observation 10fc22f8-5ffe-4160-980d-4b6226f7ae5e · outbound

This paper cites In: 2015 IEEE 8th International Con- ference on Software Testing, Verification and Validation (ICST), pp.

SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models In: 2015 IEEE 8th International Con- ference on Software Testing, Verification and Validation (ICST), pp

Reference 39

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e5558b43-f403-4042-a407-cfc5dbe5dfbe · outbound

This paper cites In: 2011 IEEE 23rd International Conference on Tools withArtificialIntelligence,pp.245–252(2011).https://doi.org/10.1109/ICTAI.2011.45.

SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models In: 2011 IEEE 23rd International Conference on Tools withArtificialIntelligence,pp.245–252(2011).https://doi.org/10.1109/ICTAI.2011.45

Reference 40

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doi, observed 2026-08-03T19:33:25.183393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

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Observation ae41985c-27af-4ad6-b798-569b4674622f · outbound

This paper cites In: 2024 IEEE International Conference on Autonomic Com- puting and Self-Organizing Systems Companion (ACSOS-C), pp.

SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models In: 2024 IEEE International Conference on Autonomic Com- puting and Self-Organizing Systems Companion (ACSOS-C), pp

Reference 41

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Source-reported events for the cited work

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Observation 45eb9db1-1f0b-4bc7-bb55-c5de92d531c5 · outbound

This paper cites https://www.

SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models https://www

Reference 42

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Observation 27f99ca0-4fb8-4461-bdc5-13a71cf60d50 · outbound

This paper cites https://www.minecraft.net.

SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models https://www.minecraft.net

Reference 43

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation f4c90e3b-cc12-4b5f-b693-47e06d3d4c26 · outbound

This paper cites In: 2024 IEEE 35th International Symposium on Software Reliability Engineering Workshops (ISSREW), pp.

SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models In: 2024 IEEE 35th International Symposium on Software Reliability Engineering Workshops (ISSREW), pp

Reference 44

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no resolver link, observed 2026-08-03T19:29:35.380762Z

Source-reported events for the cited work

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Observation 6fae21de-f20d-495b-b79f-ad1461bdd137 · outbound

This paper cites Empirical Software Engineering27(6), 140 (2022) https://doi.org/10.

SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models Empirical Software Engineering27(6), 140 (2022) https://doi.org/10

Reference 45

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Source-reported events for the cited work

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Observation 58ffae4d-5924-431a-8ff5-b80a493af481 · outbound

This paper cites Proximal Policy Optimization Algorithms.

SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models Proximal Policy Optimization Algorithms

Reference 46

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no resolver link, observed 2026-08-03T19:29:35.672928Z

Source-reported events for the cited work

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Observation 04ecc4b5-3dca-4cc9-bd3b-d4e8b3909991 · outbound

This paper cites Journal of machine learning research22(268), 1–8 (2021).

SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models Journal of machine learning research22(268), 1–8 (2021)

Reference 47

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Source-reported events for the cited work

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Observation a8e75c6d-9e22-4781-9a1f-711ee7f8ff26 · outbound

This paper cites https://store.steampowered.com/ 31.

SAGE: Semantic-Aware Gray-Box Game Regression Testing with Large Language Models https://store.steampowered.com/ 31

Reference 48

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Pith citing papers

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