Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T19:40:02.690210Z
Paper Citation Record · LEDGER
Testing Refactoring Engine via Historical Bug Report driven LLM
As of 20 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2501.09879.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
53 of 53 outbound references displayed
- verified exact2
- verified fuzzy44
- unresolved7
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation b899c490-d5f9-45a1-ae13-4cb1978206f1 · outbound
This paper cites Becker, M.
Testing Refactoring Engine via Historical Bug Report driven LLM Becker, M
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.602146Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation feb223ab-0aca-4c0c-8675-d38be1e85135 · outbound
This paper cites Refactoring-improving coupling and cohesion of existing code,.
Testing Refactoring Engine via Historical Bug Report driven LLM Refactoring-improving coupling and cohesion of existing code,
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.585995Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a3889ee1-e95f-4260-9465-487485bb75ce · outbound
This paper cites An empirical study of refactoringchallenges and benefits at microsoft,.
Testing Refactoring Engine via Historical Bug Report driven LLM An empirical study of refactoringchallenges and benefits at microsoft,
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.569838Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b7d12d73-c927-4b68-b424-76fcd95771cc · outbound
This paper cites An empirical study on the impact of refactoring activities on evolving client-used apis,.
Testing Refactoring Engine via Historical Bug Report driven LLM An empirical study on the impact of refactoring activities on evolving client-used apis,
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T19:40:02.408836Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 250e332e-3a19-490c-9e0e-362637ace61e · outbound
This paper cites Improving code maintainabil- ity: A case study on the impact of refactoring,.
Testing Refactoring Engine via Historical Bug Report driven LLM Improving code maintainabil- ity: A case study on the impact of refactoring,
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.543446Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ca6825d5-595a-4484-b0c5-6e9c9f53cf76 · outbound
This paper cites A survey of software refactoring,.
Testing Refactoring Engine via Historical Bug Report driven LLM A survey of software refactoring,
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.527862Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b54a41ea-e08e-4906-a50d-20b0a837a6bb · outbound
This paper cites Ten years of jdeodor- ant: Lessons learned from the hunt for smells,.
Testing Refactoring Engine via Historical Bug Report driven LLM Ten years of jdeodor- ant: Lessons learned from the hunt for smells,
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.512287Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 686a4b73-616a-4015-9f1e-5c7bf184fb37 · outbound
This paper cites [Online].
Testing Refactoring Engine via Historical Bug Report driven LLM [Online]
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.496566Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2fc12230-755c-4a0c-bf24-d15ff4ec605b · outbound
This paper cites [Online].
Testing Refactoring Engine via Historical Bug Report driven LLM [Online]
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.481217Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3e62dd64-fd1b-418b-bc08-db214ab6c406 · outbound
This paper cites An Empirical Study of Refactoring Engine Bugs.
Testing Refactoring Engine via Historical Bug Report driven LLM An Empirical Study of Refactoring Engine Bugs
Reference 10
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T19:40:02.770155Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 54718112-59e9-4050-bbfd-cbbe47f3f773 · outbound
This paper cites Automated testing of refactoring engines,.
Testing Refactoring Engine via Historical Bug Report driven LLM Automated testing of refactoring engines,
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.464835Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7ba92c13-8e49-4d88-abfc-682a0763c2c0 · outbound
This paper cites Saferefactor-tool for checking refactoring safety,.
Testing Refactoring Engine via Historical Bug Report driven LLM Saferefactor-tool for checking refactoring safety,
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.448885Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation cbf8c19e-122a-4694-b698-1eb35c6646d4 · outbound
This paper cites Scaling testing of refactoring engines,.
Testing Refactoring Engine via Historical Bug Report driven LLM Scaling testing of refactoring engines,
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.432904Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a3fc0051-7eb9-450b-bda2-4552730df94a · outbound
This paper cites Making program refactoring safer,.
Testing Refactoring Engine via Historical Bug Report driven LLM Making program refactoring safer,
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.417048Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 83fbf152-78d9-46e8-89e4-077390656795 · outbound
This paper cites Automated behavioral testing of refactoring engines,.
Testing Refactoring Engine via Historical Bug Report driven LLM Automated behavioral testing of refactoring engines,
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.400891Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4099f0e9-f62f-4463-91eb-350d0919ad42 · outbound
This paper cites Identifying overly strong con- ditions in refactoring implementations,.
Testing Refactoring Engine via Historical Bug Report driven LLM Identifying overly strong con- ditions in refactoring implementations,
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.385677Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ba73ee13-3d65-41d0-8cdc-b7cc50a34799 · outbound
This paper cites Generating unit tests for checking refactoring safety,.
Testing Refactoring Engine via Historical Bug Report driven LLM Generating unit tests for checking refactoring safety,
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.370530Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a06e8232-9826-4e3e-ae1f-014afdd420ff · outbound
This paper cites Systematic testing of refactoring engines on real software projects,.
Testing Refactoring Engine via Historical Bug Report driven LLM Systematic testing of refactoring engines on real software projects,
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.354986Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 762a5f22-79c9-4ede-868b-90a24ba69883 · outbound
This paper cites Refac- toring programs using large language models with few-shot examples,.
Testing Refactoring Engine via Historical Bug Report driven LLM Refac- toring programs using large language models with few-shot examples,
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.339988Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation cf80d3f7-adcf-45c8-bd32-d390caa45e9e · outbound
This paper cites Iterative refactoring of real-world open- source programs with large language models,.
Testing Refactoring Engine via Historical Bug Report driven LLM Iterative refactoring of real-world open- source programs with large language models,
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.324145Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3326728c-65b2-49da-bc9b-509b9263129d · outbound
This paper cites How to refactor this code? an exploratory study on developer-chatgpt refactoring conversations,.
Testing Refactoring Engine via Historical Bug Report driven LLM How to refactor this code? an exploratory study on developer-chatgpt refactoring conversations,
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.308815Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c39eec70-1c6e-43d1-84a0-5d639ed4e385 · outbound
This paper cites Em-assist: Safe automated ex- tractmethod refactoring with llms,.
Testing Refactoring Engine via Historical Bug Report driven LLM Em-assist: Safe automated ex- tractmethod refactoring with llms,
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.293214Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1bc8525d-3c96-437e-b8b2-08a721d07358 · outbound
This paper cites Compiler testing using template java programs,.
Testing Refactoring Engine via Historical Bug Report driven LLM Compiler testing using template java programs,
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.275705Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b2b34f7c-c88a-4d5a-bfe3-ea534ec9e044 · outbound
This paper cites Java jit testing with template extraction,.
Testing Refactoring Engine via Historical Bug Report driven LLM Java jit testing with template extraction,
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.259080Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c3f35029-0c5d-406b-bb0c-3cfc49fc1a13 · outbound
This paper cites an unresolved cited work.
Testing Refactoring Engine via Historical Bug Report driven LLM Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T19:40:03.241256Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 81ee5da3-7fe8-464f-9f3a-6eb28175c75b · outbound
This paper cites Statistical analysis of refactoring bug reports in eclipse bugzilla,.
Testing Refactoring Engine via Historical Bug Report driven LLM Statistical analysis of refactoring bug reports in eclipse bugzilla,
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.225168Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 05dbd372-1ea3-48bc-8570-a215bbb9a03c · outbound
This paper cites [Online].
Testing Refactoring Engine via Historical Bug Report driven LLM [Online]
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.205878Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 678f925a-4fd8-441b-a990-723e91422f2e · outbound
This paper cites [Online].
Testing Refactoring Engine via Historical Bug Report driven LLM [Online]
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.189954Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 114de96a-1c0a-48dd-b046-f64495e0e9d8 · outbound
This paper cites [Online].
Testing Refactoring Engine via Historical Bug Report driven LLM [Online]
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.172036Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation eac78157-92c2-4906-b3b3-426c524c0c8e · outbound
This paper cites Toward understanding compiler bugs in gcc and llvm,.
Testing Refactoring Engine via Historical Bug Report driven LLM Toward understanding compiler bugs in gcc and llvm,
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.155993Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 262b43e8-d0bf-47ba-b810-e66b1f8d826e · outbound
This paper cites A comprehensive study of deep learning compiler bugs,.
Testing Refactoring Engine via Historical Bug Report driven LLM A comprehensive study of deep learning compiler bugs,
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.139846Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c98379e9-13e1-4c29-9e62-ef41ca9cd230 · outbound
This paper cites [Online].
Testing Refactoring Engine via Historical Bug Report driven LLM [Online]
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.123760Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 804a61bd-ca06-4e62-99a9-63a18009a9b6 · outbound
This paper cites A comprehensive study of autonomous vehicle bugs,.
Testing Refactoring Engine via Historical Bug Report driven LLM A comprehensive study of autonomous vehicle bugs,
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.107466Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a80c1f8f-d4be-4838-bb9b-c74860756efc · outbound
This paper cites A comprehensive study on deep learning bug characteristics,.
Testing Refactoring Engine via Historical Bug Report driven LLM A comprehensive study on deep learning bug characteristics,
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.088261Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 08dba2d7-ee18-4500-b203-fee9cc382f27 · outbound
This paper cites Compat- ibility issues in deep learning systems: Problems and opportunities,.
Testing Refactoring Engine via Historical Bug Report driven LLM Compat- ibility issues in deep learning systems: Problems and opportunities,
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.066915Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 76e424b1-eb7a-44b3-b79a-21a852f26d10 · outbound
This paper cites Towards automated detection of unethical behavior in open-source software projects,.
Testing Refactoring Engine via Historical Bug Report driven LLM Towards automated detection of unethical behavior in open-source software projects,
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.042792Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 195c9248-7b91-41e8-9214-3d492a64ff2f · outbound
This paper cites Learning to prioritize test programs for compiler testing,.
Testing Refactoring Engine via Historical Bug Report driven LLM Learning to prioritize test programs for compiler testing,
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.025477Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b6ef7495-5a47-450c-b5be-4d638b1d69c2 · outbound
This paper cites History-driven test program synthesis for jvm testing,.
Testing Refactoring Engine via Historical Bug Report driven LLM History-driven test program synthesis for jvm testing,
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:03.009215Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e974b73b-f0ca-4b36-8fe2-b2414a550cf6 · outbound
This paper cites Selecting Initial Seeds for Better JVM Fuzzing.
Testing Refactoring Engine via Historical Bug Report driven LLM Selecting Initial Seeds for Better JVM Fuzzing
Reference 39
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T19:40:02.744607Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3f9f66d9-ab6c-40dc-99af-63a52d9a6e75 · outbound
This paper cites Boosting compiler testing by injecting real-world code,.
Testing Refactoring Engine via Historical Bug Report driven LLM Boosting compiler testing by injecting real-world code,
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:02.991845Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation da9cb279-0332-41e2-82e6-d4d410c87472 · outbound
This paper cites [Online].
Testing Refactoring Engine via Historical Bug Report driven LLM [Online]
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:02.971320Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 04de23b3-cd5f-4c31-99d8-884085459b1e · outbound
This paper cites Generalizing from a few examples: A survey on few-shot learning,.
Testing Refactoring Engine via Historical Bug Report driven LLM Generalizing from a few examples: A survey on few-shot learning,
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T19:40:02.631801Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75e5171c-f9c3-490c-8f6b-1ae67caf8abe · outbound
This paper cites Large language models are edge-case generators: Crafting unusual programs for fuzzing deep learning libraries,.
Testing Refactoring Engine via Historical Bug Report driven LLM Large language models are edge-case generators: Crafting unusual programs for fuzzing deep learning libraries,
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T19:40:02.636792Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f8d07c9-f4ed-456b-b124-80c9e2ee69fc · outbound
This paper cites [Online].
Testing Refactoring Engine via Historical Bug Report driven LLM [Online]
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:02.929116Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 50751245-8ebf-4d23-a901-1c9a6abedcd3 · outbound
This paper cites [Online].
Testing Refactoring Engine via Historical Bug Report driven LLM [Online]
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:02.905892Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0d81362a-8056-44ba-b4df-7bdfe2c48ba8 · outbound
This paper cites Fowler, Refactoring: improving the design of existing code.
Testing Refactoring Engine via Historical Bug Report driven LLM Fowler, Refactoring: improving the design of existing code
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T19:40:02.651854Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5421cf9f-819e-4f0f-98d5-8a4c4b8042ce · outbound
This paper cites Can llm replace stack overflow? a study on robustness and reliability of large language model code generation,.
Testing Refactoring Engine via Historical Bug Report driven LLM Can llm replace stack overflow? a study on robustness and reliability of large language model code generation,
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:02.877024Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7f80ed9a-a9aa-4611-b18f-0cdd392da8ce · outbound
This paper cites A review on code generation with llms: Application and evaluation,.
Testing Refactoring Engine via Historical Bug Report driven LLM A review on code generation with llms: Application and evaluation,
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T19:40:02.661512Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b2b5b64e-091f-4fd2-ac0e-ad7dd4b9d82b · outbound
This paper cites [Online].
Testing Refactoring Engine via Historical Bug Report driven LLM [Online]
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:02.851361Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a223ff08-4372-4b45-b27a-d62948013db6 · outbound
This paper cites Finding and understanding bugs in c compilers,.
Testing Refactoring Engine via Historical Bug Report driven LLM Finding and understanding bugs in c compilers,
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:02.835253Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c27a4c45-4ba6-42be-8370-3f3d8701bba5 · outbound
This paper cites Large language models are zero-shot fuzzers: Fuzzing deep-learning libraries via large language models,.
Testing Refactoring Engine via Historical Bug Report driven LLM Large language models are zero-shot fuzzers: Fuzzing deep-learning libraries via large language models,
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T19:40:02.676943Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e63d1afc-4b12-4c5c-81a0-b3a4da5671f3 · outbound
This paper cites Smt solver validation empowered by large pre-trained language models,.
Testing Refactoring Engine via Historical Bug Report driven LLM Smt solver validation empowered by large pre-trained language models,
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:02.805299Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 39dd8f44-00ed-4a3a-a176-225499101dd7 · outbound
This paper cites Whitefox: White-box compiler fuzzing empowered by large language models,.
Testing Refactoring Engine via Historical Bug Report driven LLM Whitefox: White-box compiler fuzzing empowered by large language models,
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T19:40:02.787847Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Pith citing papers
No inbound Pith citation observations are available.