When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair | Paper Citation Record

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When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair GPT-4 Technical Report

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When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Qwen Technical Report

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Resolution: unresolved; raw_fallback, observed 2026-08-12T04:46:26.191750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 02435cff-1216-40c3-a131-1f9b28b059cc · outbound

This paper cites an unresolved cited work.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:46:26.174800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d03faed9-8d21-4481-9b5e-f2531acdef97 · outbound

This paper cites an unresolved cited work.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Unresolved cited work

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-12T04:46:24.279397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26a6bc95-9724-43e4-a886-f211c83ce8a7 · outbound

This paper cites an unresolved cited work.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:46:26.146076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2f010a98-456c-4e3a-aa63-d7cc960cf6dc · outbound

This paper cites an unresolved cited work.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:46:26.126410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ce375aa1-12c4-41c5-b758-81ff0ec9a4cd · outbound

This paper cites an unresolved cited work.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:46:26.109011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 48e561f3-a926-441e-8e2a-8ed320739e42 · outbound

This paper cites Enhancing Automated Program Repair through Fine-tuning and Prompt Engineering.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Enhancing Automated Program Repair through Fine-tuning and Prompt Engineering

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-12T04:46:24.302775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99a4d946-7999-4ca5-bb25-6ab61a2d8475 · outbound

This paper cites an unresolved cited work.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Unresolved cited work

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-12T04:46:24.308602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8fdc496-a600-4baa-ac84-1980cf35c2d6 · outbound

This paper cites an unresolved cited work.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Unresolved cited work

Reference 69

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:46:26.080974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c7c45516-6d98-4ebf-afcb-9201cf7bf903 · outbound

This paper cites Reddi, Zachary Charles, Manzil Zaheer, Zachary Garrett, Keith Rush, Jakub Konečný, Sanjiv Kumar, and Hugh Brendan McMahan.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Reddi, Zachary Charles, Manzil Zaheer, Zachary Garrett, Keith Rush, Jakub Konečný, Sanjiv Kumar, and Hugh Brendan McMahan

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:46:26.061769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3670dbc3-5bf5-4e68-aa90-e9082430539b · outbound

This paper cites an unresolved cited work.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Unresolved cited work

Reference 71

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:46:26.042891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation dac24738-44ca-40ff-aa02-0dedbaff6e79 · outbound

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

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Code Llama: Open Foundation Models for Code

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-12T04:46:24.332029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74af7687-e175-44ef-bdbe-8bfcbf0815f4 · outbound

This paper cites an unresolved cited work.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Unresolved cited work

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-12T04:46:24.337136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ade39b8a-6fe0-469f-8e6c-aab58a07b71c · outbound

This paper cites an unresolved cited work.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Unresolved cited work

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-12T04:46:24.341833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1df4a806-77d5-42d4-bfb8-bb28c32adad0 · outbound

This paper cites RepairLLaMA: Efficient Representations and Fine-Tuned Adapters for Program Repair.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair RepairLLaMA: Efficient Representations and Fine-Tuned Adapters for Program Repair

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-12T04:46:24.346643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9bbc918-1a20-443f-9ea3-487616ec0399 · outbound

This paper cites FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-12T04:46:24.351899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad952edb-c7ec-426c-93ed-10696d565e3c · outbound

This paper cites an unresolved cited work.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Unresolved cited work

Reference 77

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:46:25.998882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 64b6875b-1736-4711-b723-3cf52f3749e3 · outbound

This paper cites an unresolved cited work.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Unresolved cited work

Reference 78

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:46:25.981965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4b017b53-8b80-43bf-b168-0dd8a61662ed · outbound

This paper cites Personalized Federated Learning with Contextualized Generalization.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Personalized Federated Learning with Contextualized Generalization

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-12T04:46:24.368800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06d5fd69-e218-4a61-a07a-8c57f73d80f1 · outbound

This paper cites an unresolved cited work.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Unresolved cited work

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-12T04:46:24.374641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be3e8f5b-edcb-4ea5-a196-5650ad71d722 · outbound

This paper cites an unresolved cited work.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Unresolved cited work

Reference 81

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:46:25.950989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a3aa23a6-d97d-47db-9ab3-6710128590a6 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-12T04:46:24.386650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23fe050e-c4b7-403f-8f4a-4db50113763d · outbound

This paper cites an unresolved cited work.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Unresolved cited work

Reference 83

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:46:25.929495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0c5d077c-744d-44db-b26d-5b5029a9a661 · outbound

This paper cites an unresolved cited work.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Unresolved cited work

Reference 84

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:46:25.912731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ac16d328-48f3-4a5a-881d-52d925945202 · outbound

This paper cites Can Public Large Language Models Help Private Cross-device Federated Learning?.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Can Public Large Language Models Help Private Cross-device Federated Learning?

Reference 85

Resolution: verified exact; local_arxiv, observed 2026-08-12T04:46:25.035252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 153a0b6a-c99c-4b40-bc16-afa606362499 · outbound

This paper cites an unresolved cited work.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Unresolved cited work

Reference 86

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:46:25.893601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 11736988-78d2-4bc4-8411-42a1e78fd1b5 · outbound

This paper cites an unresolved cited work.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Unresolved cited work

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-12T04:46:24.416676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd395317-b771-40c0-a6b0-a21dd4d31654 · outbound

This paper cites an unresolved cited work.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Unresolved cited work

Reference 88

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:46:25.855865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1e3e62f6-3631-4009-9630-930c30e5ee93 · outbound

This paper cites an unresolved cited work.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Unresolved cited work

Reference 89

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:46:25.836506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5a6b302d-adea-45d9-8bc6-3ab468dcedd5 · outbound

This paper cites an unresolved cited work.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Unresolved cited work

Reference 90

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:46:25.816792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2dff79ff-a16a-423d-9c70-6f1677ddbad8 · outbound

This paper cites an unresolved cited work.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Unresolved cited work

Reference 91

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:46:25.798585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f207eefb-839a-49a1-b5c9-6c99f7917219 · outbound

This paper cites an unresolved cited work.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Unresolved cited work

Reference 92

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:46:25.780405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4e3dbda9-8134-440c-abe3-932819e9d8f5 · outbound

This paper cites an unresolved cited work.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Unresolved cited work

Reference 93

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:46:25.763612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 81878c23-b3b9-4d58-922e-ca00e240df6f · outbound

This paper cites an unresolved cited work.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Unresolved cited work

Reference 94

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:46:25.746743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cf1afebc-5bca-4095-91af-f68ac5b1ad26 · outbound

This paper cites Practical Program Repair in the Era of Large Pre-trained Language Models.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Practical Program Repair in the Era of Large Pre-trained Language Models

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-12T04:46:24.466950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7abb9475-0acf-4769-b4f7-58812ff79105 · outbound

This paper cites an unresolved cited work.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Unresolved cited work

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-12T04:46:24.473295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ab99db0-dee7-43e3-af3e-453852519125 · outbound

This paper cites an unresolved cited work.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Unresolved cited work

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-12T04:46:24.479882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fe8e78d-0f03-442b-8296-1dded6e2d717 · outbound

This paper cites WizardLM: Empowering large pre-trained language models to follow complex instructions.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair WizardLM: Empowering large pre-trained language models to follow complex instructions

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-12T04:46:24.486009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7611e121-4e62-474e-8014-e831097eb923 · outbound

This paper cites an unresolved cited work.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Unresolved cited work

Reference 99

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:46:25.685344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 39d658cb-3b59-4a50-8354-cb3d0ed4b899 · outbound

This paper cites an unresolved cited work.

When Fine-Tuning LLMs Meets Data Privacy: An Empirical Study of Federated Learning in LLM-Based Program Repair Unresolved cited work

Reference 100

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:46:25.660211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers