Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T14:56:51.483097Z
Paper Citation Record · LEDGER
A Logical View of GNN-Style Computation and the Role of Activation Functions
As of 11 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2512.19332.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
45 of 45 outbound references displayed
- verified exact9
- verified fuzzy0
- unresolved34
- parse uncertain0
- malformed identifier2
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 544c5bed-1c5d-4a64-a5c1-8867bb7a47dc · outbound
This paper cites an unresolved cited work.
A Logical View of GNN-Style Computation and the Role of Activation Functions Unresolved cited work
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.142857Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 31f1391b-e91c-4215-a052-728ecad791f7 · outbound
This paper cites an unresolved cited work.
A Logical View of GNN-Style Computation and the Role of Activation Functions Unresolved cited work
Reference 3
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-03T14:56:51.155372Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 85448cd0-9aee-4fc1-b565-1bf31c852624 · outbound
This paper cites an unresolved cited work.
A Logical View of GNN-Style Computation and the Role of Activation Functions Unresolved cited work
Reference 4
- Resolution
- verified exact
- doi, observed 2026-08-03T14:59:08.241111Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e4c2e2cf-e659-472d-84e1-13033bd8ff9b · outbound
This paper cites Kostylev, Mikaël Monet, Jorge Pérez, Juan L.
A Logical View of GNN-Style Computation and the Role of Activation Functions Kostylev, Mikaël Monet, Jorge Pérez, Juan L
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.167989Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 54d6a1be-67ee-40ba-9020-ac27a6472e27 · outbound
This paper cites Lin, and Peter T.
A Logical View of GNN-Style Computation and the Role of Activation Functions Lin, and Peter T
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.173266Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 875fc4e7-1f2f-4ff3-8391-11575dc8e7ee · outbound
This paper cites an unresolved cited work.
A Logical View of GNN-Style Computation and the Role of Activation Functions Unresolved cited work
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.179335Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b9ff6ff-2dc3-42ac-ab27-395abe0a9828 · outbound
This paper cites an unresolved cited work.
A Logical View of GNN-Style Computation and the Role of Activation Functions Unresolved cited work
Reference 8
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-03T14:56:51.184944Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c00f566-6acb-43e6-bddc-cef31c76061a · outbound
This paper cites an unresolved cited work.
A Logical View of GNN-Style Computation and the Role of Activation Functions Unresolved cited work
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.192004Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9374e8c0-ec4c-4c3e-b8dc-0d02bd34d07b · outbound
This paper cites 2004.Approximation by algebraic numbers.
A Logical View of GNN-Style Computation and the Role of Activation Functions 2004.Approximation by algebraic numbers
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.199562Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03d3157f-2bb9-494d-ab33-7566fb6d43eb · outbound
This paper cites an unresolved cited work.
A Logical View of GNN-Style Computation and the Role of Activation Functions Unresolved cited work
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.205619Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bafd9baa-d385-4252-a9c3-ecacf037fd25 · outbound
This paper cites Consens and Alberto O.
A Logical View of GNN-Style Computation and the Role of Activation Functions Consens and Alberto O
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.211591Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f22f904-cb59-4253-9814-8ce71aca2519 · outbound
This paper cites Cruz, Alberto O.
A Logical View of GNN-Style Computation and the Role of Activation Functions Cruz, Alberto O
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.219930Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 31e5f3a0-3bad-45e3-9bc3-41cec6210fba · outbound
This paper cites Dannert and Erich Grädel.
A Logical View of GNN-Style Computation and the Role of Activation Functions Dannert and Erich Grädel
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.229857Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d753645-e8ae-48a5-8455-d4cd6792824a · outbound
This paper cites an unresolved cited work.
A Logical View of GNN-Style Computation and the Role of Activation Functions Unresolved cited work
Reference 15
- Resolution
- verified exact
- doi, observed 2026-08-03T14:59:07.850105Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ba4f36da-5df6-42e7-874c-0d76d38b84f7 · outbound
This paper cites an unresolved cited work.
A Logical View of GNN-Style Computation and the Role of Activation Functions Unresolved cited work
Reference 16
- Resolution
- verified exact
- doi, observed 2026-08-03T14:59:07.549783Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a34c753c-1110-4c2e-b722-28bde62d6d4a · outbound
This paper cites Krishna, Wim Martens, Matthias Niewerth, and Tina Trautner.
A Logical View of GNN-Style Computation and the Role of Activation Functions Krishna, Wim Martens, Matthias Niewerth, and Tina Trautner
Reference 17
- Resolution
- verified exact
- doi, observed 2026-08-03T14:59:07.217115Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b818065c-ac90-4613-8f76-96f09110fc5f · outbound
This paper cites an unresolved cited work.
A Logical View of GNN-Style Computation and the Role of Activation Functions Unresolved cited work
Reference 18
- Resolution
- verified exact
- doi, observed 2026-08-03T14:59:06.895655Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 71a04472-fb26-48ef-b7fd-d66fcc98314b · outbound
This paper cites an unresolved cited work.
A Logical View of GNN-Style Computation and the Role of Activation Functions Unresolved cited work
Reference 19
- Resolution
- verified exact
- doi, observed 2026-08-03T14:59:06.596526Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8062175c-f1ec-4445-af36-c2984c3fd761 · outbound
This paper cites an unresolved cited work.
A Logical View of GNN-Style Computation and the Role of Activation Functions Unresolved cited work
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.273727Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c4cfee07-c9ba-43a9-b972-d52dbfa68bb1 · outbound
This paper cites an unresolved cited work.
A Logical View of GNN-Style Computation and the Role of Activation Functions Unresolved cited work
Reference 21
- Resolution
- verified exact
- doi, observed 2026-08-03T14:59:06.324478Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ea0a3a7b-e1de-4b10-a973-8fbe8c51b325 · outbound
This paper cites an unresolved cited work.
A Logical View of GNN-Style Computation and the Role of Activation Functions Unresolved cited work
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.288072Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df28f459-09a2-402a-bac6-8faea6b7fcbe · outbound
This paper cites Freydenberger and Nicole Schweikardt.
A Logical View of GNN-Style Computation and the Role of Activation Functions Freydenberger and Nicole Schweikardt
Reference 23
- Resolution
- verified exact
- doi, observed 2026-08-03T14:59:06.125116Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a3ed07ca-a768-4739-8449-365e9c3c4998 · outbound
This paper cites an unresolved cited work.
A Logical View of GNN-Style Computation and the Role of Activation Functions Unresolved cited work
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.300139Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95375eed-4122-4cc4-a0dc-00c68d1f9fcc · outbound
This paper cites an unresolved cited work.
A Logical View of GNN-Style Computation and the Role of Activation Functions Unresolved cited work
Reference 25
- Resolution
- verified exact
- doi, observed 2026-08-03T14:59:05.831062Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a5176046-0104-4e51-af49-bf84cbb65e17 · outbound
This paper cites Schoenholz, Patrick F.
A Logical View of GNN-Style Computation and the Role of Activation Functions Schoenholz, Patrick F
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.316342Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d55d2d2f-c77c-430a-adc3-f6e17dc41615 · outbound
This paper cites an unresolved cited work.
A Logical View of GNN-Style Computation and the Role of Activation Functions Unresolved cited work
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.326593Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cb38a018-0ca3-41aa-9bdd-eccd070cba57 · outbound
This paper cites Hamilton, Zhitao Ying, and Jure Leskovec.
A Logical View of GNN-Style Computation and the Role of Activation Functions Hamilton, Zhitao Ying, and Jure Leskovec
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.336040Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0109412e-6ac3-4859-8976-374bb7ab921b · outbound
This paper cites an unresolved cited work.
A Logical View of GNN-Style Computation and the Role of Activation Functions Unresolved cited work
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.344682Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7dbb5153-ed82-4f56-b7af-3f3fe5105f46 · outbound
This paper cites Aggregate-Combine-Readout GNNs Are More Expressive Than Logic C2.
A Logical View of GNN-Style Computation and the Role of Activation Functions Aggregate-Combine-Readout GNNs Are More Expressive Than Logic C2
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.351646Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87f7d12a-b28d-4955-b5a4-4b1def9ca5cf · outbound
This paper cites On the power of graph neural networks and the role of the activation function.
A Logical View of GNN-Style Computation and the Role of Activation Functions On the power of graph neural networks and the role of the activation function
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.357521Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c20d715-b883-435f-af24-c59a4052868f · outbound
This paper cites an unresolved cited work.
A Logical View of GNN-Style Computation and the Role of Activation Functions Unresolved cited work
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.364576Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c53de951-b471-401f-8b4b-1a806138e28e · outbound
This paper cites Kipf and Max Welling.
A Logical View of GNN-Style Computation and the Role of Activation Functions Kipf and Max Welling
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.370685Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b97fb67e-65f4-4a06-a1fb-c2851887a38c · outbound
This paper cites an unresolved cited work.
A Logical View of GNN-Style Computation and the Role of Activation Functions Unresolved cited work
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.384163Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e692896d-0b9d-4894-bdc7-7e451bd25452 · outbound
This paper cites an unresolved cited work.
A Logical View of GNN-Style Computation and the Role of Activation Functions Unresolved cited work
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.390671Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97f3a0b2-78da-44c0-a7c3-0deba27bf000 · outbound
This paper cites Mendelzon and Peter T.
A Logical View of GNN-Style Computation and the Role of Activation Functions Mendelzon and Peter T
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.398111Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa7fa9ab-0124-4c4e-9fb1-a31f2505f31d · outbound
This paper cites an unresolved cited work.
A Logical View of GNN-Style Computation and the Role of Activation Functions Unresolved cited work
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.407958Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 31762b2e-888b-4041-a65a-71a94bc597ee · outbound
This paper cites Graph neural networks extrapolate out-of-distribution for shortest paths.
A Logical View of GNN-Style Computation and the Role of Activation Functions Graph neural networks extrapolate out-of-distribution for shortest paths
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.415954Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3a43cfd-0856-446b-9468-f95e364ab01a · outbound
This paper cites an unresolved cited work.
A Logical View of GNN-Style Computation and the Role of Activation Functions Unresolved cited work
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.422279Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 016cf1c0-80ef-4a22-afcd-fe937d5f8f46 · outbound
This paper cites Reutter, Miguel Romero, and Moshe Y.
A Logical View of GNN-Style Computation and the Role of Activation Functions Reutter, Miguel Romero, and Moshe Y
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.428467Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bbf657c3-91dc-4de7-9a87-937362eaa381 · outbound
This paper cites an unresolved cited work.
A Logical View of GNN-Style Computation and the Role of Activation Functions Unresolved cited work
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.436223Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b3a05a9-1717-4707-aa8b-e995b108aff2 · outbound
This paper cites an unresolved cited work.
A Logical View of GNN-Style Computation and the Role of Activation Functions Unresolved cited work
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.443315Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8a0f78f-d701-4486-aac1-54b259a0062d · outbound
This paper cites an unresolved cited work.
A Logical View of GNN-Style Computation and the Role of Activation Functions Unresolved cited work
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.454155Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be2cb2f2-7b7a-4e5f-aaac-6fe68c95beef · outbound
This paper cites an unresolved cited work.
A Logical View of GNN-Style Computation and the Role of Activation Functions Unresolved cited work
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.461014Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8bc2eac5-5767-4c78-8d71-45682d96d936 · outbound
This paper cites an unresolved cited work.
A Logical View of GNN-Style Computation and the Role of Activation Functions Unresolved cited work
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.470077Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a6665bfe-e390-4368-a905-004e6e843b87 · outbound
This paper cites an unresolved cited work.
A Logical View of GNN-Style Computation and the Role of Activation Functions Unresolved cited work
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T14:56:51.483097Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.