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Paper Citation Record · LEDGER

Graph-Aware Isomorphic Attention for Adaptive Dynamics in Transformers

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2501.02393.

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

pith.paper-citation-record.v1
2501.02393 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:50:09.166268Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T22:56:21.563184Z

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 2066d99d-fb1f-4af5-936b-6c254ccee24d · inbound

The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes cites this paper.

The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes Graph-Aware Isomorphic Attention for Adaptive Dynamics in Transformers

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T14:50:09.166268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:50:09.166268Z digest=sha256:f6115ab1af4b37a04db2d403b1320ca5a9a4f20b4d1678f10b8a832f49ecbe29

Observation 4de8ebf8-3358-4e6f-a0f4-a62022083455 · inbound

Generative Artificial Intelligence Extracts Structure-Function Relationships from Plants for New Materials cites this paper.

Generative Artificial Intelligence Extracts Structure-Function Relationships from Plants for New Materials Graph-Aware Isomorphic Attention for Adaptive Dynamics in Transformers

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-08-05T22:56:21.666989Z

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.

source=arxiv_source observed=2026-08-05T22:56:18.885904Z digest=sha256:14c369ad7ff5ef894e75c5d1aa0dee330eb774f15dac291cf1070dd15fc1d882