Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T10:30:36.988468Z
Paper Citation Record · LEDGER
Causality-Driven Neural Network Repair: Challenges and Opportunities
As of 23 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2504.17946.
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 2026-08-23T06:30:58.430688+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
32 of 32 outbound references displayed
- verified exact1
- verified fuzzy2
- unresolved28
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation a44cb9fa-dcbf-4033-8c23-0c3fe5e13b41 · outbound
This paper cites an unresolved cited work.
Causality-Driven Neural Network Repair: Challenges and Opportunities Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:30:37.647774Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 977072d5-603a-4039-9e5c-6e4db04ccfbd · outbound
This paper cites an unresolved cited work.
Causality-Driven Neural Network Repair: Challenges and Opportunities Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:30:37.631668Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 69799964-44f6-4368-8cda-1b9b4dc825cb · outbound
This paper cites an unresolved cited work.
Causality-Driven Neural Network Repair: Challenges and Opportunities Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:30:37.615659Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 16194adb-bbf8-411e-a011-784746f64078 · outbound
This paper cites Causal Learning for Socially Responsible AI.
Causality-Driven Neural Network Repair: Challenges and Opportunities Causal Learning for Socially Responsible AI
Reference 4
- Resolution
- verified exact
- local_arxiv, observed 2026-08-16T10:30:37.075786Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation ef5f0f53-93aa-4fab-acb5-1675eabf5eea · outbound
This paper cites an unresolved cited work.
Causality-Driven Neural Network Repair: Challenges and Opportunities Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:30:37.585597Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f804441c-be94-48b2-8339-359c39ce17a9 · outbound
This paper cites an unresolved cited work.
Causality-Driven Neural Network Repair: Challenges and Opportunities Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:30:37.552131Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 0eb9c1bb-0847-4d9a-b8ff-5c85980f164f · outbound
This paper cites an unresolved cited work.
Causality-Driven Neural Network Repair: Challenges and Opportunities Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:30:37.536756Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 156ddead-dc25-4d80-b7ed-67227df77f14 · outbound
This paper cites an unresolved cited work.
Causality-Driven Neural Network Repair: Challenges and Opportunities Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:30:37.519974Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6e1038a1-3a59-403f-9ee1-4e0f50489a1a · outbound
This paper cites an unresolved cited work.
Causality-Driven Neural Network Repair: Challenges and Opportunities Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:30:37.503977Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 8cb3ff39-12d8-4ebe-b0f6-52153b9ed5ad · outbound
This paper cites an unresolved cited work.
Causality-Driven Neural Network Repair: Challenges and Opportunities Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:30:37.487820Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 430244d2-d13f-4c5b-a643-727944690c58 · outbound
This paper cites an unresolved cited work.
Causality-Driven Neural Network Repair: Challenges and Opportunities Unresolved cited work
Reference 11
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-16T10:30:36.897242Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a62dcf0b-75f2-48fd-855b-174f1cf0f143 · outbound
This paper cites an unresolved cited work.
Causality-Driven Neural Network Repair: Challenges and Opportunities Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:30:37.472630Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 50bf0495-d386-415b-bc82-20b498d1df23 · outbound
This paper cites an unresolved cited work.
Causality-Driven Neural Network Repair: Challenges and Opportunities Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:30:37.457974Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 22cdec7f-07ae-4379-8a3b-73f8af000753 · outbound
This paper cites an unresolved cited work.
Causality-Driven Neural Network Repair: Challenges and Opportunities Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:30:37.443083Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation eaea343e-401e-4e40-bead-86c982d1f37c · outbound
This paper cites an unresolved cited work.
Causality-Driven Neural Network Repair: Challenges and Opportunities Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:30:37.425117Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation eb007587-fb1b-493e-975d-9555ed90e6c5 · outbound
This paper cites an unresolved cited work.
Causality-Driven Neural Network Repair: Challenges and Opportunities Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:30:37.409059Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 820101f2-6719-446c-ba44-4b8688c2e92c · outbound
This paper cites Explaining Deep Learning Models using Causal Inference.
Causality-Driven Neural Network Repair: Challenges and Opportunities Explaining Deep Learning Models using Causal Inference
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:30:36.916848Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 430b83d0-ba89-4364-b150-c4433a2e7fd0 · outbound
This paper cites an unresolved cited work.
Causality-Driven Neural Network Repair: Challenges and Opportunities Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:30:37.375973Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 0ae9e639-9b0c-4e99-ad6f-e552e442222c · outbound
This paper cites an unresolved cited work.
Causality-Driven Neural Network Repair: Challenges and Opportunities Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:30:37.361739Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation beff1326-898f-463b-9f23-d82849479084 · outbound
This paper cites an unresolved cited work.
Causality-Driven Neural Network Repair: Challenges and Opportunities Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:30:37.392641Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f999c03f-18a9-4ac1-8f53-0b2e429e7aed · outbound
This paper cites an unresolved cited work.
Causality-Driven Neural Network Repair: Challenges and Opportunities Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:30:37.330027Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 4ced2948-d2ed-4d8a-93b7-64f7f2f34084 · outbound
This paper cites an unresolved cited work.
Causality-Driven Neural Network Repair: Challenges and Opportunities Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:30:37.314162Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation dae9f37d-0cc5-443a-90e8-ef4c9be18564 · outbound
This paper cites an unresolved cited work.
Causality-Driven Neural Network Repair: Challenges and Opportunities Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:30:37.347415Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3a216186-063d-4132-80a4-43dc7382c122 · outbound
This paper cites an unresolved cited work.
Causality-Driven Neural Network Repair: Challenges and Opportunities Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:30:37.157425Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 5459113a-ea67-4068-9e9d-7c2268cfa058 · outbound
This paper cites an unresolved cited work.
Causality-Driven Neural Network Repair: Challenges and Opportunities Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:30:37.140833Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 4cbde82f-9daa-48b2-86c1-14ec834dbebb · outbound
This paper cites an unresolved cited work.
Causality-Driven Neural Network Repair: Challenges and Opportunities Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:30:37.173240Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 62a458d1-828c-40a2-af43-8ba29af70553 · outbound
This paper cites an unresolved cited work.
Causality-Driven Neural Network Repair: Challenges and Opportunities Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:30:37.107651Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 7c97f233-20d3-41bb-9e13-d8fc0af0f34f · outbound
This paper cites an unresolved cited work.
Causality-Driven Neural Network Repair: Challenges and Opportunities Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:30:37.092019Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e6590c4c-629a-493c-90d0-72d7dd1a2b86 · outbound
This paper cites an unresolved cited work.
Causality-Driven Neural Network Repair: Challenges and Opportunities Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:30:37.124361Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 79c61545-ff08-40a8-8619-0bd9570b8ecc · outbound
This paper cites CausalAdv: Adversarial Robustness through the Lens of Causality.
Causality-Driven Neural Network Repair: Challenges and Opportunities CausalAdv: Adversarial Robustness through the Lens of Causality
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:30:36.988468Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e4448411-347c-4790-8d1e-eb7c8d7180ad · outbound
This paper cites In 2018 Inter- national Conference on Information and Communication Technology Convergence (ICTC).
Causality-Driven Neural Network Repair: Challenges and Opportunities In 2018 Inter- national Conference on Information and Communication Technology Convergence (ICTC)
Reference 2018
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T10:30:37.569746Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation fa397b8f-1362-4ad2-80a8-2a21c9783e8a · outbound
This paper cites In Proceedings of the AAAI Conference on Artificial Intelligence, Vol.
Causality-Driven Neural Network Repair: Challenges and Opportunities In Proceedings of the AAAI Conference on Artificial Intelligence, Vol
Reference 2024
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T10:30:37.601009Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Pith citing papers
No inbound Pith citation observations are available.