Paper Citation Record · LEDGER

LLM-based Mockless Unit Test Generation for Java

As of 18 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 1 inbound Pith citation observation for arXiv:2605.26851.

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

pith.paper-citation-record.v1
2605.26851 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T15:48:44.666217Z

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-12T04:13:54.470954Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

41 of 41 outbound references displayed

verified exact7
verified fuzzy0
unresolved32
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2fa8aea5-45e0-4f26-864b-441cf3d6813c · outbound

This paper cites Beck,Test driven development: By example.

LLM-based Mockless Unit Test Generation for Java Beck,Test driven development: By example

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-29T15:48:44.666217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a11d4cfd-838f-419e-9254-c9599662c12b · outbound

This paper cites Hallucination to consensus: Multi-agent llms for end-to-end junit test generation,.

LLM-based Mockless Unit Test Generation for Java Hallucination to consensus: Multi-agent llms for end-to-end junit test generation,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-29T15:48:44.666217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d82a7c88-34f1-4be5-b476-cdb4ca423546 · outbound

This paper cites Swe-abs: Adversarial benchmark strengthening exposes inflated success rates on test-based benchmark,.

LLM-based Mockless Unit Test Generation for Java Swe-abs: Adversarial benchmark strengthening exposes inflated success rates on test-based benchmark,

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-06-29T16:33:39.613251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3e077867-b96c-44ee-8fee-fc9f482dca25 · outbound

This paper cites A large-scale evaluation of automated unit test generation using EvoSuite.

LLM-based Mockless Unit Test Generation for Java A large-scale evaluation of automated unit test generation using EvoSuite

Reference 4

Resolution: verified exact; doi, observed 2026-06-29T16:03:33.224324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a45b265a-2b80-4016-a669-4e5460e48302 · outbound

This paper cites Randoop: feedback-directed random testing for java,.

LLM-based Mockless Unit Test Generation for Java Randoop: feedback-directed random testing for java,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-29T15:48:44.666217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c79e907-24a1-49a4-ad30-d6ac73d33cbd · outbound

This paper cites Mutation-Guided Unit Test Generation with a Large Language Model.

LLM-based Mockless Unit Test Generation for Java Mutation-Guided Unit Test Generation with a Large Language Model

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-06-29T16:33:39.596931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 919bdf7e-d4c1-4714-8e6c-0d5a214a2e3f · outbound

This paper cites LLM Test Generation via Iterative Hybrid Program Analysis.

LLM-based Mockless Unit Test Generation for Java LLM Test Generation via Iterative Hybrid Program Analysis

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-06-29T16:33:39.604473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b8f0a827-7926-4627-a20e-88468e907990 · outbound

This paper cites arXiv preprint arXiv:2511.21382 , year=.

LLM-based Mockless Unit Test Generation for Java arXiv preprint arXiv:2511.21382 , year=

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T16:33:39.610455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ed587d77-7b72-4aae-b73f-c8e959b34514 · outbound

This paper cites Coverup: Effective high coverage test generation for python,.

LLM-based Mockless Unit Test Generation for Java Coverup: Effective high coverage test generation for python,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-29T15:48:44.666217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 289f13bb-dedf-405d-9c35-fff3c54884f6 · outbound

This paper cites Llm-based test-driven interactive code generation: User study and empirical evaluation,.

LLM-based Mockless Unit Test Generation for Java Llm-based test-driven interactive code generation: User study and empirical evaluation,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-29T15:48:44.666217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e5ee9d2-8f4a-482b-8b8e-9324933fef80 · outbound

This paper cites TestEval: Benchmarking large language models for test case generation,.

LLM-based Mockless Unit Test Generation for Java TestEval: Benchmarking large language models for test case generation,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-29T15:48:44.666217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92c94fe3-a9a1-48f2-bf9b-dfdc3a8619a2 · outbound

This paper cites To mock or not to mock? an empirical study on mocking prac- tices,.

LLM-based Mockless Unit Test Generation for Java To mock or not to mock? an empirical study on mocking prac- tices,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-29T15:48:44.666217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec8dbf1f-ef85-4c42-b1c5-d3a6026a1a1a · outbound

This paper cites TOGLL: Correct and Strong Test Oracle Generation with LLMs.

LLM-based Mockless Unit Test Generation for Java TOGLL: Correct and Strong Test Oracle Generation with LLMs

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-06-29T16:33:39.598820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3895b035-d30e-41c3-84a8-b38ca96974a0 · outbound

This paper cites Modeling and discovering vulnerabilities with code property graphs,.

LLM-based Mockless Unit Test Generation for Java Modeling and discovering vulnerabilities with code property graphs,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-29T15:48:44.666217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7db79232-9fab-4f9c-b764-25e37db6ce9d · outbound

This paper cites Comex: A tool for generating customized source code representa- tions,.

LLM-based Mockless Unit Test Generation for Java Comex: A tool for generating customized source code representa- tions,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-29T15:48:44.666217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d8c550b-7120-481e-be66-720d5ce3a40b · outbound

This paper cites Agent development kit for java (adk-java),.

LLM-based Mockless Unit Test Generation for Java Agent development kit for java (adk-java),

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-29T15:48:44.666217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6cf2df0-be2f-4ae8-ba7e-c5f1587fc8b7 · outbound

This paper cites Fit framework: Model- engineering utilities for java,.

LLM-based Mockless Unit Test Generation for Java Fit framework: Model- engineering utilities for java,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-29T15:48:44.666217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d69a9c01-c06b-49fc-98d3-b3ab028e633a · outbound

This paper cites Agentscope: A flexible yet ro- bust multi-agent platform (java runtime),.

LLM-based Mockless Unit Test Generation for Java Agentscope: A flexible yet ro- bust multi-agent platform (java runtime),

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-29T15:48:44.666217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 452ce56b-452a-4de7-8080-f5a3851ce101 · outbound

This paper cites Agent-to-agent (a2a) sdk for java,.

LLM-based Mockless Unit Test Generation for Java Agent-to-agent (a2a) sdk for java,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-29T15:48:44.666217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98847c56-291c-45b5-83c3-7996bd0f87b5 · outbound

This paper cites jquick-curl: An antlr-based curl command parser for java,.

LLM-based Mockless Unit Test Generation for Java jquick-curl: An antlr-based curl command parser for java,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-29T15:48:44.666217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48852961-1c95-4801-bee3-8cca2cb4b4a1 · outbound

This paper cites Chatunitest: A framework for llm-based test generation,.

LLM-based Mockless Unit Test Generation for Java Chatunitest: A framework for llm-based test generation,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-29T15:48:44.666217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87a07ae8-6f7e-40fb-93b4-420e9402ebb5 · outbound

This paper cites 2025.IRFuzzer: Specialized Fuzzing for LLVM Backend Code Generation.

LLM-based Mockless Unit Test Generation for Java 2025.IRFuzzer: Specialized Fuzzing for LLVM Backend Code Generation

Reference 23

Resolution: malformed identifier; arxiv_id, observed 2026-06-29T16:33:39.601839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 547903de-c1b2-40a4-a97f-85059cf95a07 · outbound

This paper cites Code-aware prompting: A study of coverage-guided test generation in regression setting using llm,.

LLM-based Mockless Unit Test Generation for Java Code-aware prompting: A study of coverage-guided test generation in regression setting using llm,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-29T15:48:44.666217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d306774e-96d2-400d-b252-8741ffb0029c · outbound

This paper cites PIT: A practical mutation testing tool for Java (demo),.

LLM-based Mockless Unit Test Generation for Java PIT: A practical mutation testing tool for Java (demo),

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-29T15:48:44.666217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9cb1b19-e620-45f8-8a62-71656ab08c7f · outbound

This paper cites A practical guide for using statistical tests to assess randomized algorithms in software engineering,.

LLM-based Mockless Unit Test Generation for Java A practical guide for using statistical tests to assess randomized algorithms in software engineering,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-29T15:48:44.666217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2eef0b47-8cff-456d-b123-7a94e36a7fbb · outbound

This paper cites A critique and improvement of the cl common language effect size statistics of mcgraw and wong,.

LLM-based Mockless Unit Test Generation for Java A critique and improvement of the cl common language effect size statistics of mcgraw and wong,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-29T15:48:44.666217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b46136ff-6a96-4a79-8b92-2a7705c2b07b · outbound

This paper cites Langchain official website,.

LLM-based Mockless Unit Test Generation for Java Langchain official website,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-29T15:48:44.666217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bc10fb1-e638-4eb2-ac9a-90060ea034bf · outbound

This paper cites Qwen3-Coder: Agentic coding models,.

LLM-based Mockless Unit Test Generation for Java Qwen3-Coder: Agentic coding models,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-29T15:48:44.666217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc8875bd-69d3-44c0-b714-b2c0be4a7a24 · outbound

This paper cites Efficient memory management for large language model serving with pagedat- tention,.

LLM-based Mockless Unit Test Generation for Java Efficient memory management for large language model serving with pagedat- tention,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-29T15:48:44.666217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 341a0a42-7a63-46af-bc44-13c9955e1f25 · outbound

This paper cites Memorag: Boosting long context processing with global memory-enhanced retrieval augmentation,.

LLM-based Mockless Unit Test Generation for Java Memorag: Boosting long context processing with global memory-enhanced retrieval augmentation,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-06-29T15:48:44.666217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82bae48a-ebf3-4f93-a35e-8e27f1c5f1fa · outbound

This paper cites EXPEREPAIR: Dual-Memory Enhanced LLM-based Repository-Level Program Repair.

LLM-based Mockless Unit Test Generation for Java EXPEREPAIR: Dual-Memory Enhanced LLM-based Repository-Level Program Repair

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-06-29T16:33:39.618448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 80aebee4-495f-410f-af46-4a80826406b5 · outbound

This paper cites Citrus: Automated unit testing tool for real-world c++ programs,.

LLM-based Mockless Unit Test Generation for Java Citrus: Automated unit testing tool for real-world c++ programs,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-06-29T15:48:44.666217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43832f00-6b08-4773-8744-81feccb9c37e · outbound

This paper cites Pynguin: Automated unit test generation for python,.

LLM-based Mockless Unit Test Generation for Java Pynguin: Automated unit test generation for python,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-06-29T15:48:44.666217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30ee205a-eaf8-43ad-beb3-84ef34d0a646 · outbound

This paper cites Test generation for embedded executables via concolic execution in a real environment,.

LLM-based Mockless Unit Test Generation for Java Test generation for embedded executables via concolic execution in a real environment,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-06-29T15:48:44.666217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47492db4-c559-42c4-8216-12e96633482b · outbound

This paper cites Feedback-directed unit test generation for c/c++ using concolic execution,.

LLM-based Mockless Unit Test Generation for Java Feedback-directed unit test generation for c/c++ using concolic execution,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-06-29T15:48:44.666217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63f53708-addc-4948-a3c8-c0110f8ff804 · outbound

This paper cites Large language models for c test case generation: A comparative analysis,.

LLM-based Mockless Unit Test Generation for Java Large language models for c test case generation: A comparative analysis,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-06-29T15:48:44.666217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c5036fc-943a-429f-bc5b-abc09efa9d23 · outbound

This paper cites Large Language Models for Code Generation: A Comprehensive Survey of Challenges, Techniques, Evaluation, and Applications.

LLM-based Mockless Unit Test Generation for Java Large Language Models for Code Generation: A Comprehensive Survey of Challenges, Techniques, Evaluation, and Applications

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-06-29T16:33:39.615944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9721f639-cef4-47d2-9fdf-35387d4b9ac7 · outbound

This paper cites Aster: Natural and multi-language unit test generation with llms,.

LLM-based Mockless Unit Test Generation for Java Aster: Natural and multi-language unit test generation with llms,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-06-29T15:48:44.666217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d1f085f-3e98-421e-b57c-82bcd27b9847 · outbound

This paper cites Citywalk: Enhancing llm-based c++ unit test generation via project-dependency awareness and language-specific knowledge,.

LLM-based Mockless Unit Test Generation for Java Citywalk: Enhancing llm-based c++ unit test generation via project-dependency awareness and language-specific knowledge,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-06-29T15:48:44.666217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfbd6a41-2bb1-44f4-b3ec-04a91efbca2e · outbound

This paper cites Cubetesterai: Automated junit test generation using the llama model,.

LLM-based Mockless Unit Test Generation for Java Cubetesterai: Automated junit test generation using the llama model,

Reference 41

Resolution: unresolved; no resolver link, observed 2026-06-29T15:48:44.666217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac72e713-e58a-49ee-9b0e-d98dcd3ca5a2 · outbound

This paper cites Static program analysis guided llm based unit test genera- tion,.

LLM-based Mockless Unit Test Generation for Java Static program analysis guided llm based unit test genera- tion,

Reference 42

Resolution: unresolved; no resolver link, observed 2026-06-29T15:48:44.666217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 244cdb88-13e6-422b-8daf-f6f3618cabba · inbound

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation cites this paper.

TATG: Tracking-Aware Testing Objective for LLM-based Test Generation LLM-based Mockless Unit Test Generation for Java

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-12T04:13:54.470954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.