Paper Citation Record · LEDGER

What Do GNNs Actually Learn? Towards Understanding their Representations

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2304.10851.

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

pith.paper-citation-record.v1
2304.10851 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:29:42.845714Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-01T07:55:31.677731Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation c0238e04-9da7-4fad-aae2-d14c9113adba · inbound

Positional Encoding meets Persistent Homology on Graphs cites this paper.

Positional Encoding meets Persistent Homology on Graphs What Do GNNs Actually Learn? Towards Understanding their Representations

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T10:29:42.845714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1351f11-f8fd-4dff-9ecb-9fb08f5ad844 · inbound

TACENR: Task-Agnostic Contrastive Explanations for Node Representations cites this paper.

TACENR: Task-Agnostic Contrastive Explanations for Node Representations What Do GNNs Actually Learn? Towards Understanding their Representations

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T03:29:21.743194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d97eb607-c421-42ac-bca9-2303e59269a3 · inbound

Aitchison Embeddings for Learning Compositional Graph Representations cites this paper.

Aitchison Embeddings for Learning Compositional Graph Representations What Do GNNs Actually Learn? Towards Understanding their Representations

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T15:41:29.578710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 34f9a98d-73b5-460f-b224-9e119821ca00 · inbound

Aitchison Embeddings for Learning Compositional Graph Representations cites this paper.

Aitchison Embeddings for Learning Compositional Graph Representations What Do GNNs Actually Learn? Towards Understanding their Representations

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T07:55:31.679550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 736aca33-a5b9-4f51-a11c-79881c018cc4 · inbound

Rank Is Not Capacity: Spectral Occupancy for Latent Graph Models cites this paper.

Rank Is Not Capacity: Spectral Occupancy for Latent Graph Models What Do GNNs Actually Learn? Towards Understanding their Representations

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-05-13T06:27:24.671835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.