Paper Citation Record · LEDGER

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes

As of 17 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2412.09947.

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

pith.paper-citation-record.v1
2412.09947 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T16:38:28.450362Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

46 of 46 outbound references displayed

verified exact1
verified fuzzy17
unresolved28
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4c3c45bf-947b-4ca8-8d4c-ed0cafc2a904 · outbound

This paper cites Mhednbi, and S.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Mhednbi, and S

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:38:31.519503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 00cfca28-b6ab-407b-953e-506f39ddfc44 · outbound

This paper cites an unresolved cited work.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:38:31.503518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6ae96f17-78c3-40da-bb7e-e90afd27f68b · outbound

This paper cites an unresolved cited work.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:38:31.485742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9e9e9842-4730-4f64-b0c5-157d72623fef · outbound

This paper cites an unresolved cited work.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:38:31.469537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a8c156e0-5355-4e1f-9441-228ac81ea19d · outbound

This paper cites an unresolved cited work.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:38:31.453312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 04f96d7f-bcf1-404f-8846-db79a16a4227 · outbound

This paper cites an unresolved cited work.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:38:31.324561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b0f87483-0b37-4634-bd92-c7d7f763663e · outbound

This paper cites an unresolved cited work.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:38:31.165900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 05b6428e-136a-479a-a5b2-bd819a9bd56e · outbound

This paper cites an unresolved cited work.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:38:31.150691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9a39206c-adc1-445a-91ec-c01e4610bfd4 · outbound

This paper cites Wang, S.Di, L.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Wang, S.Di, L

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:38:31.135241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 01d02df1-bb3a-42a8-9b14-29f9f8990f7e · outbound

This paper cites Tsitsulin, J.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Tsitsulin, J

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:38:31.120039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 05d6aac5-8eb7-4470-b283-ca3cf726f918 · outbound

This paper cites an unresolved cited work.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:38:31.104256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4f91d276-a0a8-46d8-b108-e26a8feb0834 · outbound

This paper cites Agarwal, H.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Agarwal, H

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:38:31.050218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3ce2f70e-6304-49cf-aa7c-d3ede1820088 · outbound

This paper cites Dai and S.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Dai and S

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:38:30.861638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e80c4846-34a8-4c83-ad57-cdd0924d4c9e · outbound

This paper cites an unresolved cited work.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:38:30.846473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9b598a13-7822-456f-91e7-00f627590d53 · outbound

This paper cites an unresolved cited work.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:38:30.831982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0cac943a-1dc3-4143-a8da-bea5d22c9e2b · outbound

This paper cites an unresolved cited work.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:38:30.721019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 33c0e3d9-caef-44c3-b6b4-279690053ffe · outbound

This paper cites an unresolved cited work.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:38:30.595366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 831fbf69-c026-40e7-b595-46b523418c2b · outbound

This paper cites Cheng, X.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Cheng, X

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:38:30.575908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d243dfa4-e4a9-41a4-b5c0-e6157fef8183 · outbound

This paper cites FairEdit: Preserving Fairness in Graph Neural Networks through Greedy Graph Editing.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes FairEdit: Preserving Fairness in Graph Neural Networks through Greedy Graph Editing

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T16:38:27.715632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9239f3dc-2622-47ef-baad-d4a398b8ffe3 · outbound

This paper cites an unresolved cited work.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:38:30.418089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 437fe8ae-c158-4c52-be3b-f9ac16d617bf · outbound

This paper cites an unresolved cited work.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:38:30.359994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1681b33c-84f8-488f-8fc9-14f109ac1f23 · outbound

This paper cites Coston, K.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Coston, K

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:38:30.341981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 21a84e33-dc77-43ca-b3b7-05430b9f794f · outbound

This paper cites Lahoti, A.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Lahoti, A

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:38:30.184127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e052eaa5-04e4-4de1-a46c-3cb40b5fe218 · outbound

This paper cites an unresolved cited work.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:38:30.099048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3ed7d8d9-a987-4e37-884d-9f8046730e92 · outbound

This paper cites V oigt and A.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes V oigt and A

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:38:30.076150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 743f7ca0-eefc-443b-b875-dc2357f49271 · outbound

This paper cites an unresolved cited work.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:38:30.036887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c20fa9a7-b924-4817-9d4a-bdcb8f10b8b9 · outbound

This paper cites Chai and X.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Chai and X

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:38:29.874411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation edb8e676-ba5a-47da-bf9a-6478370d9d80 · outbound

This paper cites an unresolved cited work.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T16:38:27.943352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1e5b5b6-01cf-4b58-ab16-7d5019455f66 · outbound

This paper cites Dwork, M.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Dwork, M

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T16:38:27.969855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95cf8406-6a9e-446e-9925-88d7f350012a · outbound

This paper cites Hardt, E.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Hardt, E

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:38:29.858151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7d5f9d2c-deb8-44e8-8537-2e6e4549c9da · outbound

This paper cites an unresolved cited work.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:38:29.841483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 12d738c7-b380-4edc-a181-4f15bf9e54ca · outbound

This paper cites an unresolved cited work.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:38:29.806769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 432f79cd-1f5d-4703-b49d-8670d329b5b9 · outbound

This paper cites an unresolved cited work.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:38:29.631089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5b83bdec-aff4-4e59-ab97-4f25284e2a66 · outbound

This paper cites Yeh and C.-H.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Yeh and C.-H

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:38:29.614358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 82272cf9-6a80-416c-865c-c92c50b8d50e · outbound

This paper cites Takac and M.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Takac and M

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:38:29.580523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 99030d10-8294-4b1e-81d5-d534b74da175 · outbound

This paper cites Addressing Shortcomings in Fair Graph Learning Datasets: Towards a New Benchmark.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Addressing Shortcomings in Fair Graph Learning Datasets: Towards a New Benchmark

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-08-11T16:38:28.611678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 811a54ef-d0d2-4b37-aff9-d5c0f8dbd025 · outbound

This paper cites an unresolved cited work.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:38:29.376929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5a42443d-ffaf-4471-ab99-8a0ca3b32198 · outbound

This paper cites Yan, H.-T.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Yan, H.-T

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:38:29.361637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 031067c2-32e8-45d2-bc19-706346650294 · outbound

This paper cites Van, and G.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Van, and G

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:38:29.345931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 817be04a-2cf4-4182-906c-9fe552417192 · outbound

This paper cites an unresolved cited work.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:38:29.183046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 85c74dc7-0603-4079-873b-d0a7070bd644 · outbound

This paper cites Bruna, W.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Bruna, W

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:38:29.164190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 268be2f0-064f-4c74-b5cb-83754c7cfbea · outbound

This paper cites Velickovic, G.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Velickovic, G

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T16:38:29.092883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 371a3ae7-25a2-4f7f-b57a-8fc80848a79f · outbound

This paper cites an unresolved cited work.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:38:29.028236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d6de8fc9-4a20-4423-97ce-fbb1f3517b68 · outbound

This paper cites an unresolved cited work.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:38:29.013089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1ca415c4-0c89-4fe1-b798-dbca11d46f0c · outbound

This paper cites an unresolved cited work.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-11T16:38:28.911318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0db3a322-2877-44ea-9ea2-d97cb3b4838c · outbound

This paper cites Variational Graph Auto-Encoders.

Towards Fair Graph Neural Networks via Graph Counterfactual without Sensitive Attributes Variational Graph Auto-Encoders

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-11T16:38:28.450362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.