Pith. sign in

Paper Citation Record · LEDGER

Towards Graph-Based Privacy-Preserving Federated Learning: ModelNet -- A ResNet-based Model Classification Dataset

As of 8 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2506.00476.

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

pith.paper-citation-record.v1
2506.00476 v2

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:08:03.830833Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

15 of 15 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved15
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bf85a2fc-968e-48dc-aa60-63b7a38d3d07 · outbound

This paper cites Federated Learning Based on Dynamic Regularization.

Towards Graph-Based Privacy-Preserving Federated Learning: ModelNet -- A ResNet-based Model Classification Dataset Federated Learning Based on Dynamic Regularization

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T12:08:02.906703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:08:02.906703Z digest=sha256:323ea4c0228a3c94562fbf81cf9ee9106bb4a3d6cc89dfc09bfeaac5dac03151

Observation 42e7b7eb-0d6c-404d-ad46-2b56ad294871 · outbound

This paper cites an unresolved cited work.

Towards Graph-Based Privacy-Preserving Federated Learning: ModelNet -- A ResNet-based Model Classification Dataset Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:08:05.210448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:08:03.002454Z digest=sha256:9365f999385d0151398c0ee221250af4a0b4e4b80c09ed765dcfb3063ea9c96a

Observation 6afe9f5c-3928-4dad-8654-0f312d219506 · outbound

This paper cites EMNIST: an extension of MNIST to handwritten letters.

Towards Graph-Based Privacy-Preserving Federated Learning: ModelNet -- A ResNet-based Model Classification Dataset EMNIST: an extension of MNIST to handwritten letters

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T12:08:03.096245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:08:03.096245Z digest=sha256:ebed112338e052a2d361f4a09449d59ba1a842a6a65bd1bb31a39dd5b9cac4b2

Observation b9529f31-bd6c-4928-ac9e-7e108c0a33de · outbound

This paper cites an unresolved cited work.

Towards Graph-Based Privacy-Preserving Federated Learning: ModelNet -- A ResNet-based Model Classification Dataset Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:08:05.022399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:08:03.153593Z digest=sha256:6bd5ee2a0d775bff8c70fdf466c7f943743ae90562ed65f9d7e5ce92518d51ca

Observation 1930e14e-2d46-41a2-97bb-d4de2568d1ea · outbound

This paper cites an unresolved cited work.

Towards Graph-Based Privacy-Preserving Federated Learning: ModelNet -- A ResNet-based Model Classification Dataset Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:08:04.752833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:08:03.225362Z digest=sha256:fc260abd42b686df2f4d4a1abee4383bad44bd347651f1027ea91c84d12921eb

Observation 92f3dd6e-f000-42c2-a0bb-d48e9a665479 · outbound

This paper cites ProFed: a Benchmark for Proximity-based non-IID Federated Learning.

Towards Graph-Based Privacy-Preserving Federated Learning: ModelNet -- A ResNet-based Model Classification Dataset ProFed: a Benchmark for Proximity-based non-IID Federated Learning

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T12:08:03.277794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:08:03.277794Z digest=sha256:d7c9ccdef7e50ece76d9a636431d0369d7657effa5c8c113aff529fde0bf13c9

Observation 713ac105-142b-4ee4-8d59-a6f6c9c3bb51 · outbound

This paper cites an unresolved cited work.

Towards Graph-Based Privacy-Preserving Federated Learning: ModelNet -- A ResNet-based Model Classification Dataset Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:08:04.510263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:08:03.334631Z digest=sha256:0df5808ed5cd2bb92121072f750b521bf228efaf13c76820b9be5a9eb99118ef

Observation e99d90ad-bf54-4134-b9f5-21c6a669b346 · outbound

This paper cites an unresolved cited work.

Towards Graph-Based Privacy-Preserving Federated Learning: ModelNet -- A ResNet-based Model Classification Dataset Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:08:04.240550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:08:03.430158Z digest=sha256:3c542adce175720480f2d38f28ddf1854daf82a33ab480f102bffc1bf713ff07

Observation 1aefc327-f0b7-4a19-84a1-c154e37d5758 · outbound

This paper cites an unresolved cited work.

Towards Graph-Based Privacy-Preserving Federated Learning: ModelNet -- A ResNet-based Model Classification Dataset Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:08:04.066105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:08:03.501452Z digest=sha256:c9c2c32d09ac59d4f789444d4670e216d9aadf7948b3bdd00b43cd28608081fc

Observation e8435736-ea8e-46ac-8661-0266cf392caf · outbound

This paper cites an unresolved cited work.

Towards Graph-Based Privacy-Preserving Federated Learning: ModelNet -- A ResNet-based Model Classification Dataset Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T12:08:03.574496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:08:03.574496Z digest=sha256:13f698aee495a41f6dbe069cf53e43518bb3eadab7982eb8b17180fa3ac25117

Observation 260afd23-685c-4be2-9d11-58c3589e9795 · outbound

This paper cites an unresolved cited work.

Towards Graph-Based Privacy-Preserving Federated Learning: ModelNet -- A ResNet-based Model Classification Dataset Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T12:08:03.629646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:08:03.629646Z digest=sha256:cd6a30ea4c5d81007e876854aeb1706f61bc5720f13fece0d7492e6bb6e48106

Observation f8dc9260-b5e0-4b10-afef-3ab4d589124b · outbound

This paper cites an unresolved cited work.

Towards Graph-Based Privacy-Preserving Federated Learning: ModelNet -- A ResNet-based Model Classification Dataset Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T12:08:03.718198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:08:03.718198Z digest=sha256:cdd079a359d10e48b43ded7b8b4b8376e35912280ed8f45bc19ee03ff12d4f7d

Observation 9dd6d67d-cf2f-46c7-91b8-62838c3a2ee6 · outbound

This paper cites an unresolved cited work.

Towards Graph-Based Privacy-Preserving Federated Learning: ModelNet -- A ResNet-based Model Classification Dataset Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T12:08:03.787303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:08:03.787303Z digest=sha256:3f9aa83835fdfac51a448e4b6eb78da75a38471da96f0b0e29315d13c59e3d20

Observation 1d31cc2d-67d5-4d10-8e53-d74f5c0e0cca · outbound

This paper cites Federated Learning with Matched Averaging.

Towards Graph-Based Privacy-Preserving Federated Learning: ModelNet -- A ResNet-based Model Classification Dataset Federated Learning with Matched Averaging

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T12:08:03.827820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:08:03.827820Z digest=sha256:a1e72fb7bc1e565b04b44ad5121eb2290d6f873a02b13590f85f3ded7e3f2e3f

Observation 5ed0224a-de95-4caf-96ad-67bcceefe277 · outbound

This paper cites Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms.

Towards Graph-Based Privacy-Preserving Federated Learning: ModelNet -- A ResNet-based Model Classification Dataset Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T12:08:03.830833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:08:03.830833Z digest=sha256:d916a659559c2b2b099d0737480b2bdcce3c9bd828271fb7d3862c058473f30b

Pith citing papers

No inbound Pith citation observations are available.