Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:10:34.368233Z
Paper Citation Record · LEDGER
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs
As of 7 August 2026, this Paper Citation Record lists 84 of 84 outbound references and 0 inbound Pith citation observations for arXiv:2506.03396.
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 2026-08-07T06:34:17.273281+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
84 of 84 outbound references displayed
- verified exact3
- verified fuzzy5
- unresolved74
- parse uncertain0
- malformed identifier0
- metadata mismatch2
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 54b2fcbe-d1b2-4b86-a7c6-57723f554409 · outbound
This paper cites The Keras CIFAR10 Dataset of Colour Images.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs The Keras CIFAR10 Dataset of Colour Images
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:25.811259Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4b029e5c-59e9-48ad-8868-91bc6df92c37 · outbound
This paper cites DeepCrime Replication Package.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs DeepCrime Replication Package
Reference 2
- Resolution
- verified exact
- raw_fallback, observed 2026-08-07T11:10:35.409496Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 388bcf54-487b-4991-9464-5e0d5504c8ea · outbound
This paper cites Keras Reuters Dataset.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Keras Reuters Dataset
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:25.935433Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50ae557b-65f1-477c-9c2b-a739fc069006 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:26.150654Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75e9057b-73f3-44ec-abdf-0bc6a2270bb1 · outbound
This paper cites A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:26.267953Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 435ed266-699b-4668-8080-07900ac4196b · outbound
This paper cites Language Models are Few-Shot Learners.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Language Models are Few-Shot Learners
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:26.415347Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec3b3b43-b8f8-411e-ae94-c8e5f8568cf3 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:26.546073Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ba29d86-f449-4955-af98-137c57175d3b · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:26.643457Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7bc852e6-3cdd-418a-a2c7-9a37e45f4972 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.883132Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5dd74489-c827-4d79-b5e0-63b896c62541 · outbound
This paper cites A study on Prompt Design, Advantages and Limitations of ChatGPT for Deep Learning Program Repair.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs A study on Prompt Design, Advantages and Limitations of ChatGPT for Deep Learning Program Repair
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:26.902971Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cda9c0dd-d500-409b-a2cf-0b032f76d34c · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.873680Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation af252919-e356-4fcc-ab53-ca8c49a36a80 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.863399Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8955d39d-eba0-4b61-90e6-6537df7505d6 · outbound
This paper cites Hyperparameter Search in Machine Learning.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Hyperparameter Search in Machine Learning
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:27.259140Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 042a162f-5b74-447d-ad70-4360f8f1807f · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.853270Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ea57663f-289a-48e3-80f4-a47ac03a1a97 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.843777Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4b8528aa-22ea-4eeb-bb4a-c5840de7d083 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:27.577309Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 409ce380-45e7-4b86-a2a2-6d13004a235a · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.826157Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 028826b0-cae0-416c-9288-362636022a13 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:27.846844Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c21ff317-9769-45ba-9bab-8e8e6951540a · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.810695Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e030f1c0-bcfc-4c07-b00d-b593c2d93aa8 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.800370Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 376b24cf-1e1e-4fb1-8876-24837f3579a8 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.790887Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4dee90c6-cd69-4ec8-befa-0dbefbbf3f0c · outbound
This paper cites Barr, Zhendong Su, Mark Gabel, and Premkumar Devanbu.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Barr, Zhendong Su, Mark Gabel, and Premkumar Devanbu
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:10:35.781736Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4510b2cc-2fed-406b-a90d-8478df948c83 · outbound
This paper cites Hinton, L.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Hinton, L
Reference 24
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-07T11:10:35.207720Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c8931611-558c-4732-932c-bd73b373cd48 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.772135Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c4900987-be06-4852-8f73-037909321871 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.762259Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a79c0b8e-55fa-4d5c-a016-59966f89a8b3 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.751061Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ed271506-df32-44ee-b140-7645cf4119ad · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:28.903014Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eecd9a34-9b1a-4a87-a82a-9cc1c4722edf · outbound
This paper cites An Empirical Study of Fault Localisation Techniques for Deep Learning.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs An Empirical Study of Fault Localisation Techniques for Deep Learning
Reference 30
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T11:10:35.057074Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8923cb54-8c39-426e-80eb-f4f5872439aa · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.740961Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5229d738-6380-4dba-aa23-145cc730e6fe · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.731115Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 35a2176c-c2da-4768-9eda-fdee6183da6b · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:29.417525Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 054caba6-f779-4785-bc6f-1a81f9eece17 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.721627Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 724ae413-912e-465c-a9a2-93a2e901aa5d · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.712103Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d9ed3415-b675-40a0-80e1-b2228dc5fbce · outbound
This paper cites A Survey on Large Language Models for Code Generation.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs A Survey on Large Language Models for Code Generation
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:29.824724Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d3d82df-c45a-4ec2-a67f-3d89746b922d · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:29.921887Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e3552e6-f998-4de2-954f-64535f2fa00c · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.695576Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 83224236-c350-4b3d-8063-19434d3676b5 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:30.171988Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1bad12a-d512-4b38-8602-83848906474e · outbound
This paper cites Adam: A Method for Stochastic Optimization.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Adam: A Method for Stochastic Optimization
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:30.326623Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a00e2757-d6a4-40cf-b959-35428f3fff1c · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:30.502489Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 151ecaf8-8e90-4677-bbb7-829292274f2c · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.686418Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7e8936e9-0a46-4a5d-933c-deb245da1476 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:30.778837Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 280d8f6f-8756-49f3-a79d-a2fa512dfb65 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.669549Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2d874155-fb72-4f25-ba8c-1c7651974a27 · outbound
This paper cites Tune: A Research Platform for Distributed Model Selection and Training.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Tune: A Research Platform for Distributed Model Selection and Training
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:30.998494Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 92d6170e-cdc1-4d52-82c5-84d863e1182b · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:31.090709Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 195db10d-1d84-47ee-8b48-86404f3235d8 · outbound
This paper cites LLM-Powered Test Case Generation for Detecting Bugs in Plausible Programs.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs LLM-Powered Test Case Generation for Detecting Bugs in Plausible Programs
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:31.173754Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60a08d7a-3e4a-44b2-bd82-41855b6ee75e · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.652445Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 61cfe061-1bb6-46a0-b90a-6020e54dff41 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:31.346555Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8134aa24-b32e-4dd9-85e0-5a50420d34ec · outbound
This paper cites On the State of the Art of Evaluation in Neural Language Models.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs On the State of the Art of Evaluation in Neural Language Models
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:31.507099Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33d5b781-ff1a-4de3-8545-8d2e6c2b3d06 · outbound
This paper cites 2017.Design and analysis of experiments.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs 2017.Design and analysis of experiments
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:10:35.625490Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 700943fe-1985-4b3e-9963-48afdb844a61 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.615939Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 17e16503-28c9-4859-aa9f-2d1ac28e7c9d · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 53
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.606103Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b9e2243b-f074-4d84-9df5-f3f6c5516f31 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.596320Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a4f8daab-b855-47e3-a62f-a76969553b9d · outbound
This paper cites GPT-4 Technical Report.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs GPT-4 Technical Report
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:31.952033Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5cce1f86-dc76-4c07-9735-5c24990f59cb · outbound
This paper cites An Empirical Study of the Non-determinism of ChatGPT in Code Generation.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs An Empirical Study of the Non-determinism of ChatGPT in Code Generation
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:32.049198Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 526531a4-d97b-4017-9d90-faf6de1d0a4c · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 57
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-07T11:10:34.852678Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4808a4cf-6b7f-41a9-88b8-7721894b18e8 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:32.188105Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 230a20e5-85bd-430a-abf9-fe83b30bc5f5 · outbound
This paper cites 2002.Flexibility and efficiency enhancements for constrained global design optimization with kriging approximations.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs 2002.Flexibility and efficiency enhancements for constrained global design optimization with kriging approximations
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:10:35.586997Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 50b6e843-7894-43e5-9d20-d66bf2b03168 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 60
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.577690Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 758a5c03-a374-49bf-96c0-9153de2cd467 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 61
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.568502Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cf202d36-8282-46d3-b233-29abc441e5a7 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 62
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.558482Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 20663d91-a111-4ba5-91b4-d3ed63fa4e08 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:32.598288Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa73f13d-218e-47da-9f19-623a9821f23b · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 64
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.542254Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d1954608-c440-47bf-856e-ce48c618591a · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 65
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.531866Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation de1b57db-e0a6-48fa-b488-3dbe2bad5e4f · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 66
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.522715Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3a5ae452-1a3c-419e-afd5-be939e057e8e · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 67
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.513288Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0bfb3912-df8c-4403-b98e-c69e308dd5fc · outbound
This paper cites NeuRecover: Regression-Controlled Repair of Deep Neural Networks with Training History.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs NeuRecover: Regression-Controlled Repair of Deep Neural Networks with Training History
Reference 68
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T11:10:34.784933Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ea060f69-3f2a-45eb-9a05-e4b652af5422 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 69
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.502088Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 161b5966-abab-45ea-8dc1-7f5a958cf334 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 70
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:33.169941Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f21595c-dc29-4263-aa9e-26d858211f2d · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 71
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.486170Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 92d42978-1ba6-4746-a6c3-defbc70ff208 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 72
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.476881Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bdcc60c8-f5bf-41a2-95f5-79c220f09fee · outbound
This paper cites Wardat, W.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Wardat, W
Reference 73
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:33.425751Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation de961329-0469-457f-ac86-ab8049fcf549 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 74
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:33.550671Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7554543c-7555-42ad-9bef-2e8afe28c834 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 75
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.466887Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 85f2c0d2-c37a-4dbc-93c5-22a7230e6cd6 · outbound
This paper cites Large Language Models in Fault Localisation.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Large Language Models in Fault Localisation
Reference 76
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:33.881212Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49b0cb0e-b3a0-475b-97f2-bce0e2cdb804 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 77
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:34.005398Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f278df5-6bb9-4468-96a5-a4037c7ac4d5 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 78
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:34.107816Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 379c0dd0-5809-4618-9632-438316ff3c93 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 79
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.443220Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3bf14c57-403f-4af8-a570-a497373b0751 · outbound
This paper cites Towards Automated Deep Learning: Efficient Joint Neural Architecture and Hyperparameter Search.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Towards Automated Deep Learning: Efficient Joint Neural Architecture and Hyperparameter Search
Reference 80
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:34.338092Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c3d25aa-856e-46c6-bab2-d107c3958d06 · outbound
This paper cites Zhang and W.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Zhang and W
Reference 81
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:10:35.432258Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ccd8d2f0-d258-4764-8a24-b7b5b775518b · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 82
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:34.357569Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f2eeb8b-369c-40f7-b7f7-422e70f80fb5 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 83
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:34.360936Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b582b2c0-f02e-4865-9e7e-b1942f150ef1 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 84
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T11:10:35.421902Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3b66856d-adc3-48d2-96ab-93be51f1d3b2 · outbound
This paper cites an unresolved cited work.
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs Unresolved cited work
Reference 85
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:10:34.368233Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 297f7e80-56a1-43f6-832c-84a9033fb332 · outbound
This paper cites In2018 IEEE 29th International Symposium on Software Reliability Engineering (ISSRE).
Fault Localisation and Repair for DL Systems: An Empirical Study with LLMs In2018 IEEE 29th International Symposium on Software Reliability Engineering (ISSRE)
Reference 2018
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T11:10:35.635511Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Pith citing papers
No inbound Pith citation observations are available.