Paper Citation Record · LEDGER

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

As of 17 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 2026-08-17T06:30:58.91139+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

Unavailable: canonical work link unavailable.

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Source-reported events for the cited work

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 2026-08-17T06:30:58.91139+00:00.