Paper Citation Record · LEDGER

Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies

As of 17 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 1 inbound Pith citation observation for arXiv:2505.07629.

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

pith.paper-citation-record.v1
2505.07629 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:14:37.343515Z

measured 19 of 19 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 2026-08-03T14:54:22.946411Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

18 of 18 outbound references displayed

verified exact2
verified fuzzy11
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 65f7d658-f067-4b90-9c58-5fd66775055b · outbound

This paper cites Artificial neural networks (the multi- layer perceptron)—a review of applications in the atmospheric sciences,.

Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies Artificial neural networks (the multi- layer perceptron)—a review of applications in the atmospheric sciences,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:14:37.619342Z

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.

Observation e98bf8d3-6e5d-4c01-8318-462d1d8bf16a · outbound

This paper cites Kolmogorov–arnold recurrent network for short term load forecasting across diverse consumers,.

Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies Kolmogorov–arnold recurrent network for short term load forecasting across diverse consumers,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:14:37.609636Z

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.

Observation 4672be07-9d2b-4c94-9b3f-54052ecb28eb · outbound

This paper cites KAN: Kolmogorov-Arnold Networks.

Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies KAN: Kolmogorov-Arnold Networks

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T22:14:37.294127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a64b6f4b-0069-4e2c-b929-8488a125894f · outbound

This paper cites Kolmogorov-Arnold Networks: A Critical Assessment of Claims, Performance, and Practical Viability.

Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies Kolmogorov-Arnold Networks: A Critical Assessment of Claims, Performance, and Practical Viability

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T22:14:37.297592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab3f4706-8a51-46a9-b6b3-a719ed0511f9 · outbound

This paper cites Federated learning for vehicle trajectory prediction: Methodology and benchmark study,.

Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies Federated learning for vehicle trajectory prediction: Methodology and benchmark study,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:14:37.600020Z

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.

Observation 395dc757-4fb4-4445-8cec-8342e76435ed · outbound

This paper cites Aggregation-assisted proxyless distillation: A novel approach for handling system heterogeneity in federated learning,.

Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies Aggregation-assisted proxyless distillation: A novel approach for handling system heterogeneity in federated learning,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:14:37.589601Z

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.

Observation 98c1d1ea-d9ec-439f-9ed3-1612e8934c98 · outbound

This paper cites Heterogeneous structured federated learning with graph convolutional aggregation for mri-based mental disorder diagnosis,.

Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies Heterogeneous structured federated learning with graph convolutional aggregation for mri-based mental disorder diagnosis,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:14:37.579747Z

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.

Observation 10fc9d8e-b467-40cb-8d1a-05c2844c767f · outbound

This paper cites Fedstem-adl: A federated spatial-temporal episodic memory model for adl prediction,.

Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies Fedstem-adl: A federated spatial-temporal episodic memory model for adl prediction,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:14:37.569391Z

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.

Observation 1fd70a3f-f71c-40f8-bcba-3e9ad8f550e8 · outbound

This paper cites A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data.

Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T22:14:37.314994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eae9786d-eb1b-4296-b357-6e8967e44f28 · outbound

This paper cites Kolmogorov- arnold networks (kans) for time series analysis,.

Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies Kolmogorov- arnold networks (kans) for time series analysis,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T22:14:37.318622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82405599-62fb-4f0a-8dc3-06657de06c95 · outbound

This paper cites Demonstrating the Efficacy of Kolmogorov-Arnold Networks in Vision Tasks.

Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies Demonstrating the Efficacy of Kolmogorov-Arnold Networks in Vision Tasks

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T22:14:37.321841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6894e7d9-02f9-4311-87df-831b5601937f · outbound

This paper cites F-KANs: Federated Kolmogorov-Arnold Networks.

Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies F-KANs: Federated Kolmogorov-Arnold Networks

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-15T22:14:37.395895Z

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.

Observation defd9223-af10-43b0-b39a-69a2358dddd6 · outbound

This paper cites Evaluating Federated Kolmogorov-Arnold Networks on Non-IID Data.

Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies Evaluating Federated Kolmogorov-Arnold Networks on Non-IID Data

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-15T22:14:37.379486Z

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.

Observation 10300823-0ace-4599-ba21-48c12a443cea · outbound

This paper cites Federated kolmogorov-arnold net- works for health data analysis: A study using ecg signal,.

Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies Federated kolmogorov-arnold net- works for health data analysis: A study using ecg signal,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:14:37.558823Z

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.

Observation 4842b1ec-97fb-4836-9dca-62d66f063cf0 · outbound

This paper cites Gender classification dataset,.

Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies Gender classification dataset,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:14:37.548748Z

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.

Observation 2230e35d-b5de-48fd-847b-866703531ce7 · outbound

This paper cites Airline passenger satisfaction,.

Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies Airline passenger satisfaction,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:14:37.538324Z

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.

Observation fb097c95-d46a-4926-b832-17bad72737a5 · outbound

This paper cites Cardiovascular disease dataset,.

Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies Cardiovascular disease dataset,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:14:37.527817Z

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.

Observation 43c82d7c-5b25-4c1a-89a6-1d632340ce80 · outbound

This paper cites Weather type classification,.

Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies Weather type classification,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:14:37.517985Z

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.

Pith citing papers

Observation e2a3548b-b03a-4ccf-8d62-38860bc9460d · inbound

Concurrent training methods for Kolmogorov-Arnold networks: Disjoint datasets and FPGA implementation cites this paper.

Concurrent training methods for Kolmogorov-Arnold networks: Disjoint datasets and FPGA implementation Enhancing Federated Learning with Kolmogorov-Arnold Networks: A Comparative Study Across Diverse Aggregation Strategies

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T14:54:22.946411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.