Paper Citation Record · LEDGER

GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers

As of 13 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2411.17296.

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

pith.paper-citation-record.v1
2411.17296 v3

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T12:21:08.084304Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

17 of 17 outbound references displayed

verified exact0
verified fuzzy8
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6715a87d-9e8b-4de2-a1e8-14fdb3f4095e · outbound

This paper cites KAN: Kolmogorov-Arnold Networks.

GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers KAN: Kolmogorov-Arnold Networks

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T12:21:08.029786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80f631e7-7c17-4ca1-8f43-608f6e3b76f7 · outbound

This paper cites However, polynomial filter of BernNet is difficult to fit these filters, especially other complex filters beyond low-pass and high-pass filters.

GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers However, polynomial filter of BernNet is difficult to fit these filters, especially other complex filters beyond low-pass and high-pass filters

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:21:08.258375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 017a99ab-fed2-480d-8993-920d81c1c4f4 · outbound

This paper cites Pitfalls of Graph Neural Network Evaluation.

GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers Pitfalls of Graph Neural Network Evaluation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T12:21:08.038771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b87c7f13-8290-4319-b768-71d8edb44c84 · outbound

This paper cites Graph convolutional networks using heat kernel for semi- supervised learning.

GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers Graph convolutional networks using heat kernel for semi- supervised learning

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:21:08.306593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7969e504-e3e4-4c7d-b533-7a3ac9f64220 · outbound

This paper cites Graph-Bert: Only Attention is Needed for Learning Graph Representations.

GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers Graph-Bert: Only Attention is Needed for Learning Graph Representations

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T12:21:08.054950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8052e20e-b5ed-4275-885a-267597b11e7c · outbound

This paper cites EXPERIMENTAL DETAILS A.1.

GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers EXPERIMENTAL DETAILS A.1

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:21:08.294667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f5d62347-1cb6-4367-abff-08e61a13e9a4 · outbound

This paper cites For other datasets, we run the experiments ten times, each with a different random split.

GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers For other datasets, we run the experiments ten times, each with a different random split

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:21:08.270121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1b2f2440-de33-4137-b8f8-7efce99da15e · outbound

This paper cites As a result, GrokFormer learns to adaptively use a larger K to capture a broader range of frequency components, rather than restricting itself to a small K.

GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers As a result, GrokFormer learns to adaptively use a larger K to capture a broader range of frequency components, rather than restricting itself to a small K

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:21:08.246736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4d93eb73-8290-46bd-a4b7-3d0dae69c190 · outbound

This paper cites an unresolved cited work.

GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:21:08.233710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation df52c5c7-6a0e-4a7c-938d-dba46ac6f0ba · outbound

This paper cites ai and bi are learnable parameters.

GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers ai and bi are learnable parameters

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:21:08.221053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3084986c-5095-49c3-a10c-b3f5cf1004d6 · outbound

This paper cites Residual Gated Graph ConvNets.

GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers Residual Gated Graph ConvNets

Reference 2005

Resolution: unresolved; no resolver link, observed 2026-08-12T12:21:08.014064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd94045e-83e2-4725-9300-e0f03dfa5cf8 · outbound

This paper cites We run the experiments with 2,000 epochs and stop the training in advance if the validation loss does not continuously decrease for 200 epochs.

GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers We run the experiments with 2,000 epochs and stop the training in advance if the validation loss does not continuously decrease for 200 epochs

Reference 2015

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:21:08.283264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6db51c52-6fdd-4db2-824e-753947feadd1 · outbound

This paper cites Enhancing Graph Collaborative Filtering with FourierKAN Feature Transformation.

GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers Enhancing Graph Collaborative Filtering with FourierKAN Feature Transformation

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-12T12:21:08.050856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd60c87b-7ef1-4cec-a49b-885428c78053 · outbound

This paper cites D., Kramer, S., and Helma, C.

GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers D., Kramer, S., and Helma, C

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:21:08.317705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3b79fd7f-1752-4135-b2c5-4cbc29f423ad · outbound

This paper cites A Generalization of Transformer Networks to Graphs.

GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers A Generalization of Transformer Networks to Graphs

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-12T12:21:08.024557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5a3b494-4f3d-4c38-a17c-6c88ac37b83a · outbound

This paper cites SignGT: Signed Attention-based Graph Transformer for Graph Representation Learning.

GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers SignGT: Signed Attention-based Graph Transformer for Graph Representation Learning

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-12T12:21:08.019107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a7107f1-e615-43eb-b8d3-3225f9a11b8a · outbound

This paper cites Molecule Attention Transformer.

GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers Molecule Attention Transformer

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-12T12:21:08.034556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.