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Paper Citation Record · LEDGER

Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2006.11468.

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

pith.paper-citation-record.v1
2006.11468 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T13:19:11.815903Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T08:34:05.443936Z

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 76ac5007-9920-4d57-8231-f891eadbf68c · inbound

Flow Matters: Directional and Expressive GNNs for Heterophilic Graphs cites this paper.

Flow Matters: Directional and Expressive GNNs for Heterophilic Graphs Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-05T13:19:11.815903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:19:11.815903Z digest=sha256:09a87894047142f5fcd97c218a344c867bfec6e69054a3de70dafeb20992c8bd

Observation 6770850f-78ba-4899-9766-a42d651b31ea · inbound

TRAVELFRAUDBENCH: A Configurable Evaluation Framework for GNN Fraud Ring Detection in Travel Networks cites this paper.

TRAVELFRAUDBENCH: A Configurable Evaluation Framework for GNN Fraud Ring Detection in Travel Networks Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-05-11T13:51:02.443417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=arxiv_source observed=2026-05-10T00:30:25.954515Z digest=sha256:ebe6c042cecb7bebad8b322bec01b0966467835198f5a3818d97f3c012eb45f2

Observation 7bc78a8c-9e48-4cd9-a15d-4419d9000865 · inbound

Graph Transductive Sharpening: Leveraging Unlabeled Predictions in Node Classification cites this paper.

Graph Transductive Sharpening: Leveraging Unlabeled Predictions in Node Classification Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs

Reference 57

Resolution
verified exact
arxiv_id, observed 2026-05-21T08:34:05.445971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-21T08:32:32.410473Z digest=sha256:111300ef72ada32a2010da1daba7e6e2fce4e78829fe18c6632b11f36ac1ed59