Paper Citation Record · LEDGER

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models

As of 9 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 1 inbound Pith citation observation for arXiv:2601.21207.

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

pith.paper-citation-record.v1
2601.21207 v4

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T07:10:44.114728Z

measured 40 of 40 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T17:00:10.690186Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-03T00:47:30.744720Z

Reference resolution

39 of 39 outbound references displayed

verified exact0
verified fuzzy0
unresolved39
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4e59ba50-bf3d-4719-a646-a72fcd5a0da7 · outbound

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

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.005913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37fdbb02-586e-495a-982c-5522e6d09c13 · outbound

This paper cites write newline.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.009384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45cb05c4-8b7a-43d6-a848-591ca8d186e4 · outbound

This paper cites an unresolved cited work.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.012532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92230f32-c01b-4709-8e9a-0efbe61d860d · outbound

This paper cites an unresolved cited work.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.015891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5f89ef7-29f0-4bfe-9265-8c64ea5cb55c · outbound

This paper cites S.; and Lio, P.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models S.; and Lio, P

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.019097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8d28036-d1dc-4e01-840e-16848f6796f1 · outbound

This paper cites an unresolved cited work.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.022341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c355671-8463-4919-8fdf-67d4279c3695 · outbound

This paper cites an unresolved cited work.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.025557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2e826d2-0087-4728-815a-58420d349ea5 · outbound

This paper cites F.; Li \'o , P.; and Bronstein, M.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models F.; Li \'o , P.; and Bronstein, M

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.028592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1fed10a-e146-4360-bdcb-92fc03606e0f · outbound

This paper cites an unresolved cited work.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.031986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cf7c45a-1662-4f62-90c4-fc73c701b448 · outbound

This paper cites M.; Bruna, J.; LeCun, Y.; Szlam, A.; and Vandergheynst, P.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models M.; Bruna, J.; LeCun, Y.; Szlam, A.; and Vandergheynst, P

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.034739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbcef78d-9b29-4adc-9644-2cf5ff2c0ec5 · outbound

This paper cites an unresolved cited work.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.037423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 640c07ea-d4e7-4343-bf94-1aa5a253c845 · outbound

This paper cites an unresolved cited work.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.040232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43b015a4-d317-4755-87a2-701216134ebe · outbound

This paper cites an unresolved cited work.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.043018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6699f890-3c9a-4aa6-b023-daaafcfff0e7 · outbound

This paper cites an unresolved cited work.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.045597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9605a001-629d-4d36-bb8e-6ad6375f7ff4 · outbound

This paper cites an unresolved cited work.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.048354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c78c5e75-669b-4162-80d0-e84033bde0b6 · outbound

This paper cites Unified Origami Kinematics via Cosheaf Homology.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models Unified Origami Kinematics via Cosheaf Homology

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.050841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53c25126-5099-4c6e-a808-13893a5f9202 · outbound

This paper cites A Cosheaf Theory of Reciprocal Figures: Planar and Higher Genus Graphic Statics.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models A Cosheaf Theory of Reciprocal Figures: Planar and Higher Genus Graphic Statics

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.053647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 444e15da-9b41-4f33-ad53-826292e17ade · outbound

This paper cites Equivariant Cosheaves and Finite Group Representations in Graphic Statics.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models Equivariant Cosheaves and Finite Group Representations in Graphic Statics

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.056458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27c956f1-9386-4c7e-938d-9314ec6650d6 · outbound

This paper cites an unresolved cited work.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.059559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e35b217b-bfc3-4b06-970d-2e0514dc3cc4 · outbound

This paper cites an unresolved cited work.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.062926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95d4f74f-3e29-4e0f-8b04-12e9c4762280 · outbound

This paper cites K.; Maclaurin, D.; Iparraguirre, J.; Bombarell, R.; Hirzel, T.; Aspuru-Guzik, A.; and Adams, R.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models K.; Maclaurin, D.; Iparraguirre, J.; Bombarell, R.; Hirzel, T.; Aspuru-Guzik, A.; and Adams, R

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.066088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7e5d5c3-14e7-40e3-8bcc-beb6da4589b7 · outbound

This paper cites Simplicial Neural Networks.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models Simplicial Neural Networks

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.068386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2539669-651f-4e6f-b5fc-492bb751d577 · outbound

This paper cites an unresolved cited work.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.071163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e7c156a-1d7a-4888-8c94-1aec4a32578f · outbound

This paper cites an unresolved cited work.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.073861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54decef8-4d5e-4546-b3e1-3c92d1bfa6df · outbound

This paper cites an unresolved cited work.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.076256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 905d1cb3-1482-485c-9259-6795f1e697e3 · outbound

This paper cites Topological Deep Learning: Going Beyond Graph Data.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models Topological Deep Learning: Going Beyond Graph Data

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.078881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 727461f5-53fe-4cfe-bab6-68518f2c1871 · outbound

This paper cites an unresolved cited work.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.081959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2767fa2a-2b6f-4e2f-a534-6bd8f32e2046 · outbound

This paper cites an unresolved cited work.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.086074Z

Source-reported events for the cited work

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Observation 925ba734-ad9e-4246-afac-8a0880a539dc · outbound

This paper cites an unresolved cited work.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.088868Z

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Observation 435f8bc9-37d6-43bd-919b-8be4b16943bf · outbound

This paper cites an unresolved cited work.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.091552Z

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Observation 9ab5cd4d-4cc7-45d0-9054-1470be347adb · outbound

This paper cites N.; and Welling, M.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models N.; and Welling, M

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.094255Z

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Observation 59957256-6b45-4907-b182-d0d4846a9d6a · outbound

This paper cites an unresolved cited work.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.096714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b303a1f-7a47-4f59-9379-f9ee29360d75 · outbound

This paper cites an unresolved cited work.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.099261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e55c02d8-ac76-4944-aa6e-01f76d91be40 · outbound

This paper cites an unresolved cited work.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.101488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 101ca5d6-e5f9-4663-997a-052ec943bad8 · outbound

This paper cites an unresolved cited work.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.103805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec976de4-ef10-45fc-9e4f-057dee08d60c · outbound

This paper cites an unresolved cited work.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.106943Z

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Observation 98f6eb34-a95c-4c31-9ca7-1218fa369889 · outbound

This paper cites an unresolved cited work.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.109298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b47a8fd0-bc5e-441b-9feb-aa375e37f0d7 · outbound

This paper cites B.; Hayder, Z.; Rolland, V.; Stone, E.; and Petersson, L.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models B.; Hayder, Z.; Rolland, V.; Stone, E.; and Petersson, L

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.112324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18b5377d-bf17-413f-835e-d2963115d90a · outbound

This paper cites an unresolved cited work.

A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T07:10:44.114728Z

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Unavailable: canonical work link unavailable.

Pith citing papers

Observation 46f2450a-7569-44fe-ad03-47c62c86b788 · inbound

Temporal Sheaf Neural Networks with Dynamic Orthogonal Transport cites this paper.

Temporal Sheaf Neural Networks with Dynamic Orthogonal Transport A Sheaf-Theoretic and Topological Perspective on Complex Network Modeling and Attention Mechanisms in Graph Neural Models

Reference 63

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T00:47:30.746288Z

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.