Paper Citation Record · LEDGER

Causality-Driven Neural Network Repair: Challenges and Opportunities

As of 21 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.

pith.paper-citation-record.v1
2504.17946 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:30:36.988468Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.