Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Heterogeneous Federated Learning: State-of-the-art and Research Challenges
As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2307.10616.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
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, observed 2026-08-16T01:03:25.818176Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-16T12:16:17.039197Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation dc75073b-10a9-48ee-995b-179724698315 · inbound
Federated Causal Inference in Healthcare: Methods, Challenges, and Applications cites this paper.
Federated Causal Inference in Healthcare: Methods, Challenges, and Applications Heterogeneous Federated Learning: State-of-the-art and Research Challenges
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T01:03:25.818176Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 396a8771-5031-4023-b257-a3cce67e0ca7 · inbound
FNBench: Benchmarking Robust Federated Learning against Noisy Labels cites this paper.
FNBench: Benchmarking Robust Federated Learning against Noisy Labels Heterogeneous Federated Learning: State-of-the-art and Research Challenges
Reference 12
- Resolution
- verified exact
- local_arxiv, observed 2026-08-15T22:39:29.898406Z
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.