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Paper Citation Record · LEDGER

Theoretical Learning Performance of Graph Neural Networks: The Impact of Jumping Connections and Layer-wise Sparsification

As of 13 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2507.05533.

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

pith.paper-citation-record.v1
2507.05533 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:36:20.666328Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

19 of 19 outbound references displayed

  • verified exact0
  • verified fuzzy5
  • unresolved14
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7a2ac66f-d9d4-410d-a706-63b8c7f364de · outbound

This paper cites ‖‖CDn W+W0 WXan−CDn W+W0 (W+W 0)Xan ‖‖ 2≤ ~O (√s√mτw∥A∥1 + √ kσw∥A∥1 ) (29).

Theoretical Learning Performance of Graph Neural Networks: The Impact of Jumping Connections and Layer-wise Sparsification ‖‖CDn W+W0 WXan−CDn W+W0 (W+W 0)Xan ‖‖ 2≤ ~O (√s√mτw∥A∥1 + √ kσw∥A∥1 ) (29)

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:36:21.179924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T19:36:20.546319Z digest=sha256:a07bb6233724b393b6c5bc4b35b67603be9ba640b40871d9036fa612c9be62f5

Observation 1555f1c3-6a69-41b5-9b38-e4b15efb9b23 · outbound

This paper cites an unresolved cited work.

Theoretical Learning Performance of Graph Neural Networks: The Impact of Jumping Connections and Layer-wise Sparsification Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:36:21.054730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T19:36:20.573925Z digest=sha256:cb280a2c8c2402efcee5ab26074d67ab3381720cd99557b1ea3df5ad03e8a723

Observation ddca0e72-ee4a-49a8-b15d-879752d69245 · outbound

This paper cites ‖‖Dn V(0)−Dn V+V0 ‖‖ 0≤O ( (τv σv )2/3m ) (31).

Theoretical Learning Performance of Graph Neural Networks: The Impact of Jumping Connections and Layer-wise Sparsification ‖‖Dn V(0)−Dn V+V0 ‖‖ 0≤O ( (τv σv )2/3m ) (31)

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:36:21.144582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T19:36:20.553475Z digest=sha256:a387767772d1c62a863e411e66973b52cf82618463997fada82a7d708f690e14

Observation 10ef93d0-bcc5-4292-8c04-8f4af8f67acf · outbound

This paper cites an unresolved cited work.

Theoretical Learning Performance of Graph Neural Networks: The Impact of Jumping Connections and Layer-wise Sparsification Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:36:21.004651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T19:36:20.587992Z digest=sha256:6cb76d33d1cb75f59bd260e63ac366d180c8b41f8a2b191a69b032af5a687f46

Observation 4665cbbd-e2f9-4800-b923-349b7df31b4f · outbound

This paper cites an unresolved cited work.

Theoretical Learning Performance of Graph Neural Networks: The Impact of Jumping Connections and Layer-wise Sparsification Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:36:21.107445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T19:36:20.561969Z digest=sha256:cdc9ee0d96e95557af86cdc5498abe775616a6e10e42ed5c416cddc36f6f8854

Observation 3cd82a5c-4f13-460b-9830-79974ce6cd34 · outbound

This paper cites an unresolved cited work.

Theoretical Learning Performance of Graph Neural Networks: The Impact of Jumping Connections and Layer-wise Sparsification Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:36:21.084204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T19:36:20.567662Z digest=sha256:befc0637646408a5286529d887ed84fdc134186a4a47776768214a04c394a282

Observation a10171dd-b5eb-444e-bd15-5659aa3101bb · outbound

This paper cites an unresolved cited work.

Theoretical Learning Performance of Graph Neural Networks: The Impact of Jumping Connections and Layer-wise Sparsification Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:36:21.031036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T19:36:20.581208Z digest=sha256:6581478e7f84a56f075057125ede640bda1aaf6be194f781f8699f609d594b69

Observation 67363432-6d39-4124-84f1-8d1b1cb52f18 · outbound

This paper cites an unresolved cited work.

Theoretical Learning Performance of Graph Neural Networks: The Impact of Jumping Connections and Layer-wise Sparsification Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:36:20.977236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T19:36:20.602077Z digest=sha256:484f223410e2b215144e79b23dcd5db4cf3f2a2a0f3b005cfd13349e63158fd9

Observation 29299cdf-a134-4b0a-a759-edd9d590362f · outbound

This paper cites an unresolved cited work.

Theoretical Learning Performance of Graph Neural Networks: The Impact of Jumping Connections and Layer-wise Sparsification Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:36:20.940552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T19:36:20.607228Z digest=sha256:9f54a143aab91b67130114188e96adac53a094b7d740effa640f98437b6d5057

Observation e07c217a-b610-4eba-ba2d-e352b79d4047 · outbound

This paper cites an unresolved cited work.

Theoretical Learning Performance of Graph Neural Networks: The Impact of Jumping Connections and Layer-wise Sparsification Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:36:20.920894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T19:36:20.611480Z digest=sha256:a13a364b38c83ba9ace081ceb88bbc330e9200b66ce2448ca15f5cacdea05b33

Observation 2002e6c7-e86b-48d1-8777-c63c3109c58e · outbound

This paper cites En∈V,(X,yn)∼D [‖‖CDn W0+W(W∗−W)Xa n−(Fn(X,A)−out 1 n(X,A)) ‖‖ 2 ] ≤~α2∥A∥1 (45) Proof:.

Theoretical Learning Performance of Graph Neural Networks: The Impact of Jumping Connections and Layer-wise Sparsification En∈V,(X,yn)∼D [‖‖CDn W0+W(W∗−W)Xa n−(Fn(X,A)−out 1 n(X,A)) ‖‖ 2 ] ≤~α2∥A∥1 (45) Proof:

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:36:20.895037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T19:36:20.616781Z digest=sha256:c5a9b4f09fc66afbd9dfd4e7f167cb28ce7278d47607109f4c82f7ff195f8d25

Observation a25a4f60-73ee-4f56-90e5-6b20486131a9 · outbound

This paper cites an unresolved cited work.

Theoretical Learning Performance of Graph Neural Networks: The Impact of Jumping Connections and Layer-wise Sparsification Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:36:20.870976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T19:36:20.621531Z digest=sha256:56f27a8c0dd0ab1f260370c3aabf2a838485b70d8da9538bb78bf0c742b9f872

Observation 8b0e056c-26e8-4dcc-b9d0-d3cd193a6a7a · outbound

This paper cites 3.∥W ∗Xan∥2 ≤O(∥W ∗∥F∥Xan∥2)≤O(τ w∥A∥1).

Theoretical Learning Performance of Graph Neural Networks: The Impact of Jumping Connections and Layer-wise Sparsification 3.∥W ∗Xan∥2 ≤O(∥W ∗∥F∥Xan∥2)≤O(τ w∥A∥1)

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:36:20.847581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T19:36:20.626843Z digest=sha256:ce484fbd39b5c158cb9ada0771d05bd1c88688c847197ef97ea29c20185aa2c0

Observation 0605fa19-481d-43e9-a3ae-c6d9f9d4ea02 · outbound

This paper cites an unresolved cited work.

Theoretical Learning Performance of Graph Neural Networks: The Impact of Jumping Connections and Layer-wise Sparsification Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:36:20.828838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T19:36:20.633278Z digest=sha256:f6a6df58dcbd2f81651b95f559b5ddfecce6c97236d266161b196d460232c42d

Observation 1c27a755-549a-485f-b522-98d97c5b4142 · outbound

This paper cites an unresolved cited work.

Theoretical Learning Performance of Graph Neural Networks: The Impact of Jumping Connections and Layer-wise Sparsification Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:36:20.811807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T19:36:20.640011Z digest=sha256:0f4473cb1c259d3eea5993f084641243b428c00dd061f86425e00ce2e98afb02

Observation 6e97aa33-872b-413e-8071-d71ce24a294a · outbound

This paper cites 25 Published in Transactions on Machine Learning Research (June/2025).

Theoretical Learning Performance of Graph Neural Networks: The Impact of Jumping Connections and Layer-wise Sparsification 25 Published in Transactions on Machine Learning Research (June/2025)

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:36:20.794146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T19:36:20.649529Z digest=sha256:758e996cdc0217e09052ad650442ddd6d959a1644eb15448c4155999b758e478

Observation 12743e66-fdcc-4874-a25f-a160d29f8279 · outbound

This paper cites an unresolved cited work.

Theoretical Learning Performance of Graph Neural Networks: The Impact of Jumping Connections and Layer-wise Sparsification Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:36:20.767600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T19:36:20.657727Z digest=sha256:9cee119990a8037d02f9ba1bdaccf2f4acc5a60f977056c6af834f1a7a2ee2f7

Observation 7ef9749b-c578-438d-821f-157de8afda3f · outbound

This paper cites an unresolved cited work.

Theoretical Learning Performance of Graph Neural Networks: The Impact of Jumping Connections and Layer-wise Sparsification Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:36:20.747072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T19:36:20.666328Z digest=sha256:5e2d5edd6370953cff9e2b3385179286247518f7e4f38562541a0a7dbe642ee0

Observation 90431217-3237-4bda-8600-f6ebd509baf4 · outbound

This paper cites Graph Neural Networks Exponentially Lose Expressive Power for Node Classification.

Theoretical Learning Performance of Graph Neural Networks: The Impact of Jumping Connections and Layer-wise Sparsification Graph Neural Networks Exponentially Lose Expressive Power for Node Classification

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-06T19:36:20.539582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:36:20.539582Z digest=sha256:0b8f83fb8402ea4fd4f7b85917274b96ab7ce7daa5a4f81f30b502fba4d8cf57

Pith citing papers

No inbound Pith citation observations are available.