Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T10:09:19.549867Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T10:09:19.549867Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
53 of 53 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 5c492e2d-57e2-40cb-8b68-37eb6b4b86de · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Federated Learning: Collaborative Machine Learning without Centralized Training Data
Reference 1
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 2e161388-c284-482c-a834-cbf6266330c0 · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Federated learning in healthcare: the future of collaborative clinical and biomedical research
Reference 2
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 664dab73-92c8-4dc0-8ffd-3795a06a30bb · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning General Data Protection Regulation (GDPR) – Official Legal text
Reference 3
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 b9a6603a-ce71-4ec2-84fc-b51d6016f96d · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Case Study: Improving Early-Stage Cancer Detection Rates with Federated Learning
Reference 4
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 98b58161-d028-46d0-936c-24f4234556d9 · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work
Reference 5
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 99c23b2c-c041-4239-8793-f398449ef3b1 · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning IPFS - Content Addressed, Versioned, P2P File System
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3adc2218-c53f-4bb5-9e52-f0d164cb85c5 · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Flower: A Friendly Federated Learning Research Framework
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a98bb53-e9a3-4dbd-bfa3-6f782ba8485b · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e248e318-5f4c-49d6-9070-19af592dc40b · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68ab9308-6929-4a40-b600-9f5088e42eb1 · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work
Reference 10
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 f8a1b8e5-6355-4058-b200-9b4e4458e66d · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 638b214a-c903-431c-90c5-78b7d1e1b267 · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 218d80dc-9829-4eda-95be-68e8bb9b2938 · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a40753fe-09c1-46bf-895d-5bf0d5f30f3b · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work
Reference 14
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 1e54bb2b-50b0-4413-999a-a4bd15454150 · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Personalized Federated Learning: A Meta-Learning Approach
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ac662f4-377d-45b3-916c-0f4cfaff4464 · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64d5e20a-7d01-47b9-a238-b9cf5f41a75c · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7f25658-8ad6-42ed-90c6-c06a11461623 · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8061acec-29d1-4c4d-b300-9e5ebea3ebc6 · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work
Reference 19
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 eaef6a58-7bef-49ad-a59a-47a5e15e65bc · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Federated Learning: Strategies for Improving Communication Efficiency
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40e733a2-860e-4daa-becf-94b891f13570 · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb61dc21-950f-4188-86ae-53d4785c628d · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work
Reference 22
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 26060d59-9770-420a-9e17-6705fe5272c2 · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning FedDKD: Federated Learning with Decentralized Knowledge Distillation
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50757eb2-992d-4ae0-aae5-72d08558f6ce · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f13f4425-e1d5-4500-a28d-7958401ce21c · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning BlockFLow: An Accountable and Privacy-Preserving Solution for Federated Learning
Reference 25
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 6969672b-7a0b-42e7-a593-f57404bef272 · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work
Reference 26
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 c11080c3-3878-4074-93e5-274c3df139b4 · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34fc8055-e6e3-462d-90d3-1a090a50e7da · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work
Reference 28
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 46115345-5723-4574-b3dc-ae4a2ae6451c · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work
Reference 29
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 315d7054-b658-4bc1-bc7d-b4d7b2a70b49 · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning 2021.Adaptive Federated Optimization
Reference 30
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 272ac5d7-6e8a-4c6a-b9b1-96ef9faead18 · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning HBFL: A Hierarchical Blockchain-based Federated Learning Framework for a Collaborative IoT Intrusion Detection
Reference 31
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 021d2c29-e265-41f2-9135-0dc95a650d15 · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work
Reference 32
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 22a3be5b-ef9c-4e92-bbf4-de65a494f194 · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work
Reference 33
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 5c2c4653-3c14-40f1-97f7-43fbd2929ef3 · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Electronics 11, 4 (2022), 670
Reference 34
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 d94e5f86-e152-41a7-a24b-fbdb40cdbd15 · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Very Deep Convolutional Networks for Large-Scale Image Recognition
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f42868d7-4355-4ad9-b255-8fcc507eadc9 · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Challenges and Approaches for Mitigating Byzantine Attacks in Federated Learning
Reference 36
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 0582d121-e7bd-4697-87ce-6f628440031f · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work
Reference 37
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 b39bfd05-a8f1-4677-b9cb-113cfcefbb95 · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work
Reference 38
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 61e4f180-f4b1-48ac-b275-3fd188beed50 · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work
Reference 39
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 0e8b4729-8808-4117-8376-95af6a4621fa · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work
Reference 40
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 bbc49faa-2187-46ff-befb-6d0943c1bf5c · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work
Reference 41
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 4fec846a-da57-4d85-bf57-c5f0bdddc6ed · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work
Reference 42
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 19626b9f-68fb-4b33-9f7b-269cb3db55d8 · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d1ad255-8002-4cc9-b2f8-20f80c6b81be · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Choquette-Choo, Peter Kairouz, H
Reference 44
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 30ccf27d-6ad5-47db-9f4a-d675cbf0a7c5 · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work
Reference 45
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 1a738ef6-dd6c-4a64-9249-11f64bc1518a · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Bayesian Nonparametric Federated Learning of Neural Networks
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d349cb32-5b59-4ee0-90e6-4a22a07a46fc · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work
Reference 47
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 731fcf5c-7cc5-4040-a113-a118e19ef6c0 · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Enhancing Heterogeneous Federated Learning with Knowledge Extraction and Multi-Model Fusion
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a53e285-40b9-4be3-81cc-64c9362c8774 · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Unresolved cited work
Reference 49
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 e6df7283-d43c-48e9-a2c6-2210b1fb5db3 · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Federated Learning with Non-IID Data
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 801cdfac-b92c-4532-bcc7-1869d3d49991 · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Springer
Reference 2014
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation faad92d0-4675-4c82-bd81-b1790d18901d · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Multimedia tools and applications 81, 18 (2022), 25029–25050
Reference 2022
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 aff0bc55-038f-4604-a2e9-8b8a169d49c0 · outbound
UnifyFL: Enabling Decentralized Cross-Silo Federated Learning Federated Learning of Gboard Language Models with Differential Privacy
Reference 2023
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.