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Paper Citation Record · LEDGER

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning

As of 17 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2504.18916.

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

pith.paper-citation-record.v1
2504.18916 v2

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:09:19.549867Z

measured 53 of 53 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

53 of 53 outbound references displayed

  • verified exact3
  • verified fuzzy8
  • unresolved40
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5c492e2d-57e2-40cb-8b68-37eb6b4b86de · outbound

This paper cites Federated Learning: Collaborative Machine Learning without Centralized Training Data.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Federated Learning: Collaborative Machine Learning without Centralized Training Data

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:09:20.299413Z

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.

source=pdf_text observed=2026-08-16T10:09:19.399539Z digest=sha256:8ef16295cc964ad548385d5a3e5a841a8c30ea2c0dbab1b398f65fda44112052

Observation 2e161388-c284-482c-a834-cbf6266330c0 · outbound

This paper cites Federated learning in healthcare: the future of collaborative clinical and biomedical research.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Federated learning in healthcare: the future of collaborative clinical and biomedical research

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:09:20.290546Z

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.

source=pdf_text observed=2026-08-16T10:09:19.402956Z digest=sha256:50d6a324b4e398f9cf78377cfc97b12c5ebd1c001cec13d4055439c25e3e742a

Observation 664dab73-92c8-4dc0-8ffd-3795a06a30bb · outbound

This paper cites General Data Protection Regulation (GDPR) – Official Legal text.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning General Data Protection Regulation (GDPR) – Official Legal text

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:09:20.282011Z

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.

source=pdf_text observed=2026-08-16T10:09:19.405840Z digest=sha256:729ead7340617f3258a9ba585808db0ed90a478f469e1b94b460113b8cba4207

Observation b9a6603a-ce71-4ec2-84fc-b51d6016f96d · outbound

This paper cites Case Study: Improving Early-Stage Cancer Detection Rates with Federated Learning.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Case Study: Improving Early-Stage Cancer Detection Rates with Federated Learning

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:09:20.273192Z

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.

source=pdf_text observed=2026-08-16T10:09:19.408733Z digest=sha256:f9ce5ade60d5b6acb686ef0569f329784844ae8818d3cfc4752a950c9ee5424e

Observation 98b58161-d028-46d0-936c-24f4234556d9 · outbound

This paper cites an unresolved cited work.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:09:20.264165Z

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.

source=pdf_text observed=2026-08-16T10:09:19.412399Z digest=sha256:b1746241b5e2efb6c011bb4779028b90cc0530a0246f67aae81c552f75f4b787

Observation 99c23b2c-c041-4239-8793-f398449ef3b1 · outbound

This paper cites IPFS - Content Addressed, Versioned, P2P File System.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning IPFS - Content Addressed, Versioned, P2P File System

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-16T10:09:19.415322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:09:19.415322Z digest=sha256:5a4a66aef755ee452c4fc0a27a2a2d081436f049af3d8aec70fd80ac2dde8d81

Observation 3adc2218-c53f-4bb5-9e52-f0d164cb85c5 · outbound

This paper cites Flower: A Friendly Federated Learning Research Framework.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Flower: A Friendly Federated Learning Research Framework

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-16T10:09:19.418931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:09:19.418931Z digest=sha256:fffc4b17671093207c5f4468eb1377897ef11129b8a9b9c89ed43c3e64eeff23

Observation 8a98bb53-e9a3-4dbd-bfa3-6f782ba8485b · outbound

This paper cites an unresolved cited work.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-16T10:09:19.421931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:09:19.421931Z digest=sha256:3ad955edb25e9c17dbc57ea1e12b5749ea529de6527b2540778cce0f93957cca

Observation e248e318-5f4c-49d6-9070-19af592dc40b · outbound

This paper cites an unresolved cited work.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-16T10:09:19.424675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:09:19.424675Z digest=sha256:c06abe2d917f97d110290c8d20a311f430c05e959e4097ac0e226079a0654a6d

Observation 68ab9308-6929-4a40-b600-9f5088e42eb1 · outbound

This paper cites an unresolved cited work.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work

Reference 10

Resolution
metadata mismatch
raw_fallback, observed 2026-08-16T10:09:19.953739Z

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.

source=pdf_text observed=2026-08-16T10:09:19.427480Z digest=sha256:87b2aae7b56865e31a14ec14602ae98917e3158bf145ffb4e7776af75a26469d

Observation f8a1b8e5-6355-4058-b200-9b4e4458e66d · outbound

This paper cites an unresolved cited work.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-16T10:09:19.430555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:09:19.430555Z digest=sha256:2545f866a0bf6fe5820c04fa281ed5bac0976419ba6b7d3705f3e36f26cdfff3

Observation 638b214a-c903-431c-90c5-78b7d1e1b267 · outbound

This paper cites an unresolved cited work.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work

Reference 12

Resolution
malformed identifier
no resolver link, observed 2026-08-16T10:09:19.433312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:09:19.433312Z digest=sha256:151023e3e44e0e47d17695d9737212f185ee6668136d482d7daef335cbf8cd27

Observation 218d80dc-9829-4eda-95be-68e8bb9b2938 · outbound

This paper cites an unresolved cited work.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-16T10:09:19.436666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:09:19.436666Z digest=sha256:c5ce8b18078a24d97a89521ea38543ada4658e6486e7d0a39a124efe78b42075

Observation a40753fe-09c1-46bf-895d-5bf0d5f30f3b · outbound

This paper cites an unresolved cited work.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:09:20.243240Z

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.

source=pdf_text observed=2026-08-16T10:09:19.439705Z digest=sha256:d42f88cf056fa5c0666bb24da112cf0fb2ba238e4654fbeb694ec7e128363522

Observation 1e54bb2b-50b0-4413-999a-a4bd15454150 · outbound

This paper cites Personalized Federated Learning: A Meta-Learning Approach.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Personalized Federated Learning: A Meta-Learning Approach

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-16T10:09:19.443172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:09:19.443172Z digest=sha256:f2ca81752830fce8a3f9f554a37be68e62c8c67c8efc80cfa0227733c789e581

Observation 6ac662f4-377d-45b3-916c-0f4cfaff4464 · outbound

This paper cites an unresolved cited work.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-16T10:09:19.446336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:09:19.446336Z digest=sha256:f3de58967eee97b1d92361ffb51741aa5df0fd9d0e139a4823b929e0bf240a2f

Observation 64d5e20a-7d01-47b9-a238-b9cf5f41a75c · outbound

This paper cites an unresolved cited work.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-16T10:09:19.449280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:09:19.449280Z digest=sha256:52d56bd86347e03115b1f61dbc8f07cafe8570ee6e84676d36462f7fee7b0f5d

Observation e7f25658-8ad6-42ed-90c6-c06a11461623 · outbound

This paper cites an unresolved cited work.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-16T10:09:19.452079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:09:19.452079Z digest=sha256:70bffd4f276ef25c514723410f13287c964ad03322c68f04a45c40d75521282b

Observation 8061acec-29d1-4c4d-b300-9e5ebea3ebc6 · outbound

This paper cites an unresolved cited work.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:09:20.228857Z

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.

source=pdf_text observed=2026-08-16T10:09:19.454849Z digest=sha256:39dfa9a8ea691443269b2ed27a8bb74a6b352144e405a310f7cb26dcb785ba08

Observation eaef6a58-7bef-49ad-a59a-47a5e15e65bc · outbound

This paper cites Federated Learning: Strategies for Improving Communication Efficiency.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Federated Learning: Strategies for Improving Communication Efficiency

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-16T10:09:19.457462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:09:19.457462Z digest=sha256:f04825025fcfb91cc4f1c938e3678bf523a3356b7e811a5cda6bdde4060f05eb

Observation 40e733a2-860e-4daa-becf-94b891f13570 · outbound

This paper cites an unresolved cited work.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-16T10:09:19.460548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:09:19.460548Z digest=sha256:22a3b3ad756a2efa0ce7bd35dc75b672ce81ef344477446b3a8c3fc192e739d4

Observation bb61dc21-950f-4188-86ae-53d4785c628d · outbound

This paper cites an unresolved cited work.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:09:20.214626Z

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.

source=pdf_text observed=2026-08-16T10:09:19.463229Z digest=sha256:70b97f444c07afb97953d90f1ea269aae4b529f2f26a012e3d58379d26643881

Observation 26060d59-9770-420a-9e17-6705fe5272c2 · outbound

This paper cites FedDKD: Federated Learning with Decentralized Knowledge Distillation.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning FedDKD: Federated Learning with Decentralized Knowledge Distillation

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-16T10:09:19.465986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:09:19.465986Z digest=sha256:c041abf416b9d7611ea28d16b2784cb24906ecdc02a4a00ea9261fdd42d79cf7

Observation 50757eb2-992d-4ae0-aae5-72d08558f6ce · outbound

This paper cites an unresolved cited work.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-16T10:09:19.468889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:09:19.468889Z digest=sha256:61840333489ad7689cdbc1be7d4495a8b7a451674b8b33709881386a311324e9

Observation f13f4425-e1d5-4500-a28d-7958401ce21c · outbound

This paper cites BlockFLow: An Accountable and Privacy-Preserving Solution for Federated Learning.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning BlockFLow: An Accountable and Privacy-Preserving Solution for Federated Learning

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-08-16T10:09:19.663033Z

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.

source=pdf_text observed=2026-08-16T10:09:19.471532Z digest=sha256:513b6178d4efa2f118670be2ed946710ed3a5180cfe22e0f92b227d96013b988

Observation 6969672b-7a0b-42e7-a593-f57404bef272 · outbound

This paper cites an unresolved cited work.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:09:20.198802Z

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.

source=pdf_text observed=2026-08-16T10:09:19.474610Z digest=sha256:745eea239a61a6e3925ed610ecf093948144e4a276a712cc31afcc934bb299e0

Observation c11080c3-3878-4074-93e5-274c3df139b4 · outbound

This paper cites an unresolved cited work.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-16T10:09:19.477687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:09:19.477687Z digest=sha256:46eb4a2b65c8d2336c20a68406a37f52e5be1a0c4bcc93a15cd1d7fa1f38aac7

Observation 34fc8055-e6e3-462d-90d3-1a090a50e7da · outbound

This paper cites an unresolved cited work.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:09:20.184719Z

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.

source=pdf_text observed=2026-08-16T10:09:19.480505Z digest=sha256:65fa606cca7da2455154c29f79e48e7d7ab3c3e8712701a83e4a82586f150167

Observation 46115345-5723-4574-b3dc-ae4a2ae6451c · outbound

This paper cites an unresolved cited work.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:09:20.176254Z

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.

source=pdf_text observed=2026-08-16T10:09:19.483785Z digest=sha256:346aade33467049a21479d5c3d2fdab2c07ecea7d3460ed31d0fd64886308a5e

Observation 315d7054-b658-4bc1-bc7d-b4d7b2a70b49 · outbound

This paper cites 2021.Adaptive Federated Optimization.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning 2021.Adaptive Federated Optimization

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:09:20.159958Z

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.

source=pdf_text observed=2026-08-16T10:09:19.489117Z digest=sha256:59cc18a1b429bc9e769553ce505be21d96d5588d44112c6b3126de3f01aedcda

Observation 272ac5d7-6e8a-4c6a-b9b1-96ef9faead18 · outbound

This paper cites HBFL: A Hierarchical Blockchain-based Federated Learning Framework for a Collaborative IoT Intrusion Detection.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning HBFL: A Hierarchical Blockchain-based Federated Learning Framework for a Collaborative IoT Intrusion Detection

Reference 31

Resolution
verified exact
local_arxiv, observed 2026-08-16T10:09:19.650791Z

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.

source=pdf_text observed=2026-08-16T10:09:19.491757Z digest=sha256:e1484371965be4c113089e4a93a9cb7d55d46eabe3c6c867efe42b0346b38ddd

Observation 021d2c29-e265-41f2-9135-0dc95a650d15 · outbound

This paper cites an unresolved cited work.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:09:20.151286Z

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.

source=pdf_text observed=2026-08-16T10:09:19.494527Z digest=sha256:0e93e17fbd0cdbfd87d1e63e87b75d5478a432fce133b5f1da9af6cdfc37be9e

Observation 22a3be5b-ef9c-4e92-bbf4-de65a494f194 · outbound

This paper cites an unresolved cited work.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:09:20.134185Z

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.

source=pdf_text observed=2026-08-16T10:09:19.499686Z digest=sha256:636b98253b94605d9ba529dcdfcfac51c1cdad2cc5a6daa696dd48b8afaed8cf

Observation 5c2c4653-3c14-40f1-97f7-43fbd2929ef3 · outbound

This paper cites Electronics 11, 4 (2022), 670.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Electronics 11, 4 (2022), 670

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:09:20.142578Z

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.

source=pdf_text observed=2026-08-16T10:09:19.497083Z digest=sha256:ae71e5369f9fb11111913ef486a83d7af0e7fc6d55b626dc3a6e106ea1423885

Observation d94e5f86-e152-41a7-a24b-fbdb40cdbd15 · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-16T10:09:19.505154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:09:19.505154Z digest=sha256:c89b4ec861fa0df41ec152b70dd3b131a87b36ac4c5c833d65866fce7cd050e0

Observation f42868d7-4355-4ad9-b255-8fcc507eadc9 · outbound

This paper cites Challenges and Approaches for Mitigating Byzantine Attacks in Federated Learning.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Challenges and Approaches for Mitigating Byzantine Attacks in Federated Learning

Reference 36

Resolution
verified exact
local_arxiv, observed 2026-08-16T10:09:19.637708Z

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.

source=pdf_text observed=2026-08-16T10:09:19.502171Z digest=sha256:7ce970d2a309183c0600a2f4e4e8023966bcfe7e5c087d38271e21efa96c7dfa

Observation 0582d121-e7bd-4697-87ce-6f628440031f · outbound

This paper cites an unresolved cited work.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:09:20.115587Z

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.

source=pdf_text observed=2026-08-16T10:09:19.510123Z digest=sha256:d4a66dc6ce0a9e73d0dc1a6b6c733e19e20581f2c2d380dd376fc43795bec992

Observation b39bfd05-a8f1-4677-b9cb-113cfcefbb95 · outbound

This paper cites an unresolved cited work.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:09:20.125193Z

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.

source=pdf_text observed=2026-08-16T10:09:19.507748Z digest=sha256:dd12f49f98e0fcfd0f2bc46d8d0f005fa823c7e8f1cfaea0c3f2e482737ce0e5

Observation 61e4f180-f4b1-48ac-b275-3fd188beed50 · outbound

This paper cites an unresolved cited work.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:09:20.097177Z

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.

source=pdf_text observed=2026-08-16T10:09:19.515449Z digest=sha256:aa73ad6d2ddbb1b28e6f68eb9295f037967f20816a6e6dd275c6c25c2696b13c

Observation 0e8b4729-8808-4117-8376-95af6a4621fa · outbound

This paper cites an unresolved cited work.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:09:20.106352Z

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.

source=pdf_text observed=2026-08-16T10:09:19.512806Z digest=sha256:b28e02f632cd1ed3dcc889ef20e9aca9ca3ec2341f19ff68bbeb2085d2ba60ce

Observation bbc49faa-2187-46ff-befb-6d0943c1bf5c · outbound

This paper cites an unresolved cited work.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:09:20.078321Z

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.

source=pdf_text observed=2026-08-16T10:09:19.520198Z digest=sha256:5deb5368885f1060a3e29e300aa3e77032a782c9bd2c000eb7c94693e367ee1f

Observation 4fec846a-da57-4d85-bf57-c5f0bdddc6ed · outbound

This paper cites an unresolved cited work.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:09:20.087244Z

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.

source=pdf_text observed=2026-08-16T10:09:19.517957Z digest=sha256:094381f8bbe61abcc1160546724af0b118af1aa50472478301315e0cb16ab7ec

Observation 19626b9f-68fb-4b33-9f7b-269cb3db55d8 · outbound

This paper cites an unresolved cited work.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-16T10:09:19.528741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:09:19.528741Z digest=sha256:2224e2a902a239616951b178083b78af7b347a068eef909059e9b9cb7969b3e7

Observation 7d1ad255-8002-4cc9-b2f8-20f80c6b81be · outbound

This paper cites Choquette-Choo, Peter Kairouz, H.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Choquette-Choo, Peter Kairouz, H

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:09:20.069343Z

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.

source=pdf_text observed=2026-08-16T10:09:19.522695Z digest=sha256:e05d0334c4bdef3cce2627df97aa1e2e42e9019112fd4e16d05f90f5cc4a5964

Observation 30ccf27d-6ad5-47db-9f4a-d675cbf0a7c5 · outbound

This paper cites an unresolved cited work.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:09:20.048433Z

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.

source=pdf_text observed=2026-08-16T10:09:19.537677Z digest=sha256:9adfa429049789b11c61dd29b34aa66d0ca589cd12e7c13e1d1417e1694df834

Observation 1a738ef6-dd6c-4a64-9249-11f64bc1518a · outbound

This paper cites Bayesian Nonparametric Federated Learning of Neural Networks.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Bayesian Nonparametric Federated Learning of Neural Networks

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-16T10:09:19.540488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:09:19.540488Z digest=sha256:53da69e03884c151ac6a0ff46b76c5be04fa1ff2c7f51bd76ea8ac8d4915c5f7

Observation d349cb32-5b59-4ee0-90e6-4a22a07a46fc · outbound

This paper cites an unresolved cited work.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:09:20.039169Z

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.

source=pdf_text observed=2026-08-16T10:09:19.543365Z digest=sha256:7ab5f7eb53fe1b70e7627d24d860e4da2dadcb210e86c6c04e0942cf8a1f5a58

Observation 731fcf5c-7cc5-4040-a113-a118e19ef6c0 · outbound

This paper cites Enhancing Heterogeneous Federated Learning with Knowledge Extraction and Multi-Model Fusion.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Enhancing Heterogeneous Federated Learning with Knowledge Extraction and Multi-Model Fusion

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-16T10:09:19.534408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:09:19.534408Z digest=sha256:9447e89d3d98e1281fa0a639b5d5ea00986e7a0ceb0e78e50deccba319dcbbfd

Observation 4a53e285-40b9-4be3-81cc-64c9362c8774 · outbound

This paper cites an unresolved cited work.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:09:20.029976Z

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.

source=pdf_text observed=2026-08-16T10:09:19.549867Z digest=sha256:61b9b65375e86e2aa111fd77795c6e2dc1dac1be6ff91e2de7600f4b9cf9bf21

Observation e6df7283-d43c-48e9-a2c6-2210b1fb5db3 · outbound

This paper cites Federated Learning with Non-IID Data.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Federated Learning with Non-IID Data

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-16T10:09:19.546106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:09:19.546106Z digest=sha256:66d2ffa17b683dd38a65ff7dc0d5240f386462125cd0c6a2bcf0e9f57565d42e

Observation 801cdfac-b92c-4532-bcc7-1869d3d49991 · outbound

This paper cites Springer.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Springer

Reference 2014

Resolution
unresolved
no resolver link, observed 2026-08-16T10:09:19.531740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:09:19.531740Z digest=sha256:0de1958fdc2fbafe315f97ae67ec6d29ae2c2796876fd50d3981f575ec302445

Observation faad92d0-4675-4c82-bd81-b1790d18901d · outbound

This paper cites Multimedia tools and applications 81, 18 (2022), 25029–25050.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Multimedia tools and applications 81, 18 (2022), 25029–25050

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:09:20.168118Z

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.

source=pdf_text observed=2026-08-16T10:09:19.486448Z digest=sha256:6f0dabb6673364b355c6e2236d6083dbcc73a0725e85cda477ea2111489bf7aa

Observation aff0bc55-038f-4604-a2e9-8b8a169d49c0 · outbound

This paper cites Federated Learning of Gboard Language Models with Differential Privacy.

UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Federated Learning of Gboard Language Models with Differential Privacy

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-16T10:09:19.525497Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:09:19.525497Z digest=sha256:28f9a48f256dfbcd3074c34e06d9c6b848776490077a606b711bfc4226243114

Pith citing papers

No inbound Pith citation observations are available.