Paper Citation Record · LEDGER

Collaborative Split Federated Learning with Parallel Training and Aggregation

As of 17 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2504.15724.

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

pith.paper-citation-record.v1
2504.15724 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:23:54.369914Z

measured 24 of 24 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 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

24 of 24 outbound references displayed

verified exact0
verified fuzzy17
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 63974429-f12b-4abd-83f7-afc0cce1f8ec · outbound

This paper cites Advances in Neural Information Processing Systems 35, 10572–10586 (2022).

Collaborative Split Federated Learning with Parallel Training and Aggregation Advances in Neural Information Processing Systems 35, 10572–10586 (2022)

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:23:54.647732Z

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 96908329-d93e-4803-a1bc-7fc1fc4a93a3 · outbound

This paper cites IEEE Internet of Things Journal (2023).

Collaborative Split Federated Learning with Parallel Training and Aggregation IEEE Internet of Things Journal (2023)

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:23:54.635637Z

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 4a8147f2-1c14-4033-876b-6227f4b9b70b · outbound

This paper cites In: ICML 2021 workshop on federated learning for user privacy and data confidentiality.

Collaborative Split Federated Learning with Parallel Training and Aggregation In: ICML 2021 workshop on federated learning for user privacy and data confidentiality

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:23:54.622976Z

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 442a4baf-6fc1-4e8c-bea9-74095858cd7d · outbound

This paper cites IEEE Internet of Things Journal9(1), 1–24 (2021).

Collaborative Split Federated Learning with Parallel Training and Aggregation IEEE Internet of Things Journal9(1), 1–24 (2021)

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:23:54.611555Z

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 a3f5868f-f233-4472-9b0d-93986941aca0 · outbound

This paper cites IEEE Transac- tions on Neural Networks and Learning Systems34(12), 10374–10386 (2022) 14 Yiannis Papageorgiou et al.

Collaborative Split Federated Learning with Parallel Training and Aggregation IEEE Transac- tions on Neural Networks and Learning Systems34(12), 10374–10386 (2022) 14 Yiannis Papageorgiou et al

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:23:54.600410Z

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 0fe64c5b-8023-4e2b-9bf2-82b1c77e7981 · outbound

This paper cites In: 2023IEEE Wireless Communications and Networking Conference (WCNC).

Collaborative Split Federated Learning with Parallel Training and Aggregation In: 2023IEEE Wireless Communications and Networking Conference (WCNC)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:23:54.589098Z

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 dfd5fe3f-0c41-4595-a030-c0368956982c · outbound

This paper cites AdaptSFL: Adaptive Split Federated Learning in Resource-constrained Edge Networks.

Collaborative Split Federated Learning with Parallel Training and Aggregation AdaptSFL: Adaptive Split Federated Learning in Resource-constrained Edge Networks

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T11:23:54.309218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a14a206a-3e6f-4fe0-bdfd-4c8840e54f94 · outbound

This paper cites IEEE Transactions on Mobile Computing (2024).

Collaborative Split Federated Learning with Parallel Training and Aggregation IEEE Transactions on Mobile Computing (2024)

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:23:54.577868Z

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 6817c56d-d2f5-4938-8234-35f5288d2ab2 · outbound

This paper cites In: Artificial intelligence and statistics.

Collaborative Split Federated Learning with Parallel Training and Aggregation In: Artificial intelligence and statistics

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T11:23:54.317107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6841392-e176-4c39-959c-bd9310b01f1d · outbound

This paper cites In: International conference on machine learning.

Collaborative Split Federated Learning with Parallel Training and Aggregation In: International conference on machine learning

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:23:54.560508Z

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 2a74da76-1b8d-4db8-bda9-6d8ec613ea0c · outbound

This paper cites In: Proceedings of the ACM Web Conference 2022.

Collaborative Split Federated Learning with Parallel Training and Aggregation In: Proceedings of the ACM Web Conference 2022

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:23:54.549418Z

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 fbcba72d-7175-430c-832d-91bb415535e8 · outbound

This paper cites an unresolved cited work.

Collaborative Split Federated Learning with Parallel Training and Aggregation Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:23:54.538428Z

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 17b278ca-8792-42c3-b819-03118fe5129b · outbound

This paper cites Computer Networks218, 109380 (2022).

Collaborative Split Federated Learning with Parallel Training and Aggregation Computer Networks218, 109380 (2022)

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:23:54.528108Z

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 35c89b54-ac75-4239-9815-36b179e2d99e · outbound

This paper cites FedSplitX: Federated Split Learning for Computationally-Constrained Heterogeneous Clients.

Collaborative Split Federated Learning with Parallel Training and Aggregation FedSplitX: Federated Split Learning for Computationally-Constrained Heterogeneous Clients

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T11:23:54.334419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eece4bfb-1b49-475f-b9f3-2adc8c606b3c · outbound

This paper cites In: Proceedings of the AAAI conference on artificial intelligence.

Collaborative Split Federated Learning with Parallel Training and Aggregation In: Proceedings of the AAAI conference on artificial intelligence

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:23:54.517228Z

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 3dcb211f-8018-4685-b01c-572ec97d3611 · outbound

This paper cites MP-SL: Multihop Parallel Split Learning.

Collaborative Split Federated Learning with Parallel Training and Aggregation MP-SL: Multihop Parallel Split Learning

Reference 16

Resolution: metadata mismatch; local_arxiv, observed 2026-08-16T11:23:54.414498Z

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 749b9efc-9f49-4ac5-b00e-b4c9a19249b3 · outbound

This paper cites IEEE INFOCOM 2024-IEEE Conference on Computer Communications pp.

Collaborative Split Federated Learning with Parallel Training and Aggregation IEEE INFOCOM 2024-IEEE Conference on Computer Communications pp

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:23:54.506466Z

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 e4920278-5bf8-44d5-b0be-27c00b1b711e · outbound

This paper cites Split learning for health: Distributed deep learning without sharing raw patient data.

Collaborative Split Federated Learning with Parallel Training and Aggregation Split learning for health: Distributed deep learning without sharing raw patient data

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T11:23:54.349053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7c79bbc-22e2-4fc3-9e1a-80114837be03 · outbound

This paper cites IEEE Journal on Selected Areas in Com- munications 40(2), 626–640 (2021).

Collaborative Split Federated Learning with Parallel Training and Aggregation IEEE Journal on Selected Areas in Com- munications 40(2), 626–640 (2021)

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:23:54.494594Z

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 9da02d32-c60c-4b60-9454-3d2da911dbd7 · outbound

This paper cites Computer Networks 220, 109490 (2023).

Collaborative Split Federated Learning with Parallel Training and Aggregation Computer Networks 220, 109490 (2023)

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:23:54.483426Z

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 24d40ea1-da12-47c6-80e6-1591587de62e · outbound

This paper cites IEEE Journal on Selected Areas in Communications41(4), 1051–1066 (2023).

Collaborative Split Federated Learning with Parallel Training and Aggregation IEEE Journal on Selected Areas in Communications41(4), 1051–1066 (2023)

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:23:54.472606Z

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 d2c72259-d8ce-4c97-b750-54b2ff2066c4 · outbound

This paper cites Computer Science Review50, 100595 (2023).

Collaborative Split Federated Learning with Parallel Training and Aggregation Computer Science Review50, 100595 (2023)

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:23:54.461602Z

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 f72e2bad-e2e4-4b19-b721-b86cd8f36f1a · outbound

This paper cites ACM Computing Surveys56(3), 1–44 (2023).

Collaborative Split Federated Learning with Parallel Training and Aggregation ACM Computing Surveys56(3), 1–44 (2023)

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:23:54.450936Z

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 7af32e61-5e6d-4b0b-a79a-340e84edd7a8 · outbound

This paper cites Knowledge-Based Systems 216, 106775 (2021).

Collaborative Split Federated Learning with Parallel Training and Aggregation Knowledge-Based Systems 216, 106775 (2021)

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T11:23:54.369914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.