Paper Citation Record · LEDGER

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning

As of 23 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2412.16218.

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

pith.paper-citation-record.v1
2412.16218 v4

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T12:59:51.062308Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

49 of 49 outbound references displayed

verified exact0
verified fuzzy5
unresolved44
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bbab66df-705c-42cb-8ab0-962a61ab387f · outbound

This paper cites , " * write output.state after.block = add.period write newline.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T12:59:50.719688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12ddd0df-994b-4a56-b2d3-c8159ade7378 · outbound

This paper cites write newline.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T12:59:50.728353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d35369b6-72eb-41d6-bba2-d1f804c31313 · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:52.233430Z

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 cd5344ef-a12a-4890-92b3-9c630c50bf91 · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:52.210771Z

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 11896201-18ee-4169-aa42-f822ffc26865 · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:52.185826Z

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 957e4117-91eb-473d-83e3-3b3ee09b8302 · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:52.164350Z

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 ffc69eae-15be-4daa-8ac7-fbccc25dd6ce · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:52.141708Z

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 431b8073-a648-445d-b37a-badfa1a7c38c · outbound

This paper cites D.; Fedorov, A.; Lavoie-Marchildon, S.; Grewal, K.; Bachman, P.; Trischler, A.; and Bengio, Y.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning D.; Fedorov, A.; Lavoie-Marchildon, S.; Grewal, K.; Bachman, P.; Trischler, A.; and Bengio, Y

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:59:52.116147Z

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 21e737f6-cde3-46f1-94ba-35fdb1961d79 · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:52.093591Z

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 93dd6e1a-9dfa-4978-97cf-d23f230f7e6d · outbound

This paper cites Semi-Supervised Classification with Graph Convolutional Networks.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Semi-Supervised Classification with Graph Convolutional Networks

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T12:59:50.784750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abd783a3-58c7-485a-bcb8-0cc28488a85e · outbound

This paper cites N.; and Welling, M.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning N.; and Welling, M

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:59:52.060689Z

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 fa46d5a2-fd4d-4da1-ade3-ab5e416f624f · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:52.033462Z

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 216a0c31-e2ff-4ebf-bffc-cc674f3546a8 · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:52.012295Z

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 812e3d26-9209-461b-bfc0-351a26069794 · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:51.990071Z

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 febc158c-9ac0-465b-a946-8d35a32a2082 · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:51.971830Z

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 cd523339-1b69-4f69-95ff-143598b5cf16 · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:51.949717Z

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 0bf89b76-62cf-4229-a636-62404f197be3 · outbound

This paper cites Multi-Scale Subgraph Contrastive Learning.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Multi-Scale Subgraph Contrastive Learning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T12:59:50.830576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 579ba51e-0584-4bf5-ae80-af02b1e6843e · outbound

This paper cites Wiki-CS: A Wikipedia-Based Benchmark for Graph Neural Networks.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Wiki-CS: A Wikipedia-Based Benchmark for Graph Neural Networks

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T12:59:50.837197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4112176-ea53-4c01-9051-8fbaa365b2a9 · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:51.911460Z

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 93b178d3-f2b5-4db1-af34-be71665f402a · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Representation Learning with Contrastive Predictive Coding

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T12:59:50.850197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34ac8411-f09d-40d3-a4b8-fdab08b723a5 · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:51.889122Z

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 74f94f3c-1813-478b-b2eb-f5460b199469 · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:51.869631Z

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 591f2da4-9fa7-4fab-8076-7c977e8687d0 · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:51.848456Z

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 e9057a30-a249-441a-8361-076d16986557 · outbound

This paper cites Pitfalls of Graph Neural Network Evaluation.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Pitfalls of Graph Neural Network Evaluation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T12:59:50.875765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28d38634-af8e-4d6f-8fe0-911940968f04 · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:51.828571Z

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 195dde33-4ca8-49d5-a2b0-d1bd90efd2a9 · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:51.808335Z

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 ef51cc11-229f-4b5f-a124-1bb941375e25 · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:51.788577Z

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 ccbb3f2b-d13f-48d1-b189-8118709e6b32 · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:51.767766Z

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 0cf05436-ca17-473e-a1dd-8184e7da9d89 · outbound

This paper cites G.; Azabou, M.; Dyer, E.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning G.; Azabou, M.; Dyer, E

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:59:51.747677Z

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 6e5a0b61-5542-4061-8957-b2ada0285d67 · outbound

This paper cites Graph Attention Networks.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Graph Attention Networks

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T12:59:50.928975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fad6c23f-17d5-4404-ab4e-c895c70ca818 · outbound

This paper cites L.; Li \`o , P.; Bengio, Y.; and Hjelm, R.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning L.; Li \`o , P.; Bengio, Y.; and Hjelm, R

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:59:51.724114Z

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 4ac6da36-85cb-46bb-8129-8235e6c02d5f · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:51.701564Z

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 5774fc2f-22cc-492a-b855-cbdb03cfc6f1 · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:51.673520Z

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 2a595384-1bb7-4d70-a326-94c115cdc867 · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:51.651887Z

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 7aec3aee-4832-457c-b59c-01141e14da27 · outbound

This paper cites P.; and Yan, J.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning P.; and Yan, J

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T12:59:51.629501Z

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 10e572eb-fcd8-452c-8f03-03540f0e400f · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:51.598836Z

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 476cb29f-bc01-4260-abbe-63083731cac4 · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:51.576094Z

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 32324900-9d2b-40b2-8eb8-b95de00c5075 · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:51.555152Z

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 b85c632e-0da1-42b7-93b1-2be0067cd209 · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:51.530325Z

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 7a0192d3-928f-42f4-9c5c-007721765443 · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:51.505575Z

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 b0a101c3-b591-46d0-89ef-78795e6ee24a · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:51.481625Z

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 c0abe053-d0a2-452b-8d39-302ca9cd8c17 · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:51.456616Z

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 e097f908-9ae8-438c-aaa5-538d441c62bd · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:51.430061Z

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 da80d6bc-42b5-493a-9307-ceff43703993 · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:51.401770Z

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 070cab54-9f05-4795-9dc8-87f093d7dba4 · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:51.377825Z

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 cd77e2f4-7eb4-458b-8706-d1be6f6b47af · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:51.354487Z

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 9899f0d3-c03d-4f91-a41c-5ac571fd4f53 · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:51.324092Z

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 a8c077e0-023f-40cf-8dc0-d97f646649b8 · outbound

This paper cites Deep Graph Contrastive Representation Learning.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Deep Graph Contrastive Representation Learning

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-11T12:59:51.056154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8eee9020-ae0f-47a2-9ff8-c8ff6ec90cc5 · outbound

This paper cites an unresolved cited work.

GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-11T12:59:51.299135Z

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.