Paper Citation Record · LEDGER

Transformer for Graphs: An Overview from Architecture Perspective

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2202.08455.

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

pith.paper-citation-record.v1
2202.08455 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T21:12:24.908562Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

73
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 9378d1c7-7f2f-4403-90f8-a96b8ea97c9e · inbound

RL-SPH: Learning to Achieve Feasible Solutions for Integer Linear Programs cites this paper.

RL-SPH: Learning to Achieve Feasible Solutions for Integer Linear Programs Transformer for Graphs: An Overview from Architecture Perspective

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-23T16:48:12.322471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation e896122d-059c-4684-b637-254b3d9e32cc · inbound

Retrieval-Augmented Generation with Graphs (GraphRAG) cites this paper.

Retrieval-Augmented Generation with Graphs (GraphRAG) Transformer for Graphs: An Overview from Architecture Perspective

Reference 296

Resolution: verified exact; arxiv_id, observed 2026-05-18T04:33:39.854242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 37b3da83-0557-4d8d-adf4-4c4f0489393f · inbound

BiScale-GTR: Fragment-Aware Graph Transformers for Multi-Scale Molecular Representation Learning cites this paper.

BiScale-GTR: Fragment-Aware Graph Transformers for Multi-Scale Molecular Representation Learning Transformer for Graphs: An Overview from Architecture Perspective

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-10T23:50:54.324984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ea70ef05-735d-4249-bcb3-f8a316d46cf1 · inbound

Attention-based graph neural networks: a survey cites this paper.

Attention-based graph neural networks: a survey Transformer for Graphs: An Overview from Architecture Perspective

Reference 185

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T08:26:24.978769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 44d64a5a-76a2-4976-b2fe-a1e092172b0c · inbound

Real-World Challenges in Fake News Detection: Dealing with Posts by Cold Users cites this paper.

Real-World Challenges in Fake News Detection: Dealing with Posts by Cold Users Transformer for Graphs: An Overview from Architecture Perspective

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-14T22:28:04.599220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 6142a034-b88c-4ada-8028-746976ef1674 · inbound

Handling Feature Heterogeneity with Learnable Graph Patches cites this paper.

Handling Feature Heterogeneity with Learnable Graph Patches Transformer for Graphs: An Overview from Architecture Perspective

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-07-03T20:08:56.232977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 60d386e1-f137-4f4a-8245-75579ba00106 · inbound

Enhancing LLMs for Graph Tasks via Graph-aware LoRA Generation cites this paper.

Enhancing LLMs for Graph Tasks via Graph-aware LoRA Generation Transformer for Graphs: An Overview from Architecture Perspective

Reference 266

Resolution: verified exact; arxiv_id, observed 2026-06-26T11:09:23.695609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 495e5c0c-78dc-4154-a0ee-f4a146df3444 · inbound

Communicability-Inspired Positional Encoding (CIPE) cites this paper.

Communicability-Inspired Positional Encoding (CIPE) Transformer for Graphs: An Overview from Architecture Perspective

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-07-04T19:20:06.746446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f20daa8b-7096-4cec-993d-40f8b0a2772e · inbound

A Blueprint for Equilibrium-Based Differentiable Continuous-Variable Thermodynamic Computing cites this paper.

A Blueprint for Equilibrium-Based Differentiable Continuous-Variable Thermodynamic Computing Transformer for Graphs: An Overview from Architecture Perspective

Reference 199

Resolution: unresolved; no resolver link, observed 2026-08-01T21:12:24.908562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.