Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Open Challenges and Opportunities in Federated Foundation Models Towards Biomedical Healthcare
As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2405.06784.
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 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T04:46:19.879170Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T21:23:41.340161Z
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 2c976661-bff1-4b48-ad87-156e54085378 · inbound
Parameter-Efficient Fine-Tuning with Circulant and Diagonal Vectors cites this paper.
Parameter-Efficient Fine-Tuning with Circulant and Diagonal Vectors Open Challenges and Opportunities in Federated Foundation Models Towards Biomedical Healthcare
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:46:19.879170Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0aeb968-db5f-4f8a-ac57-84948f658634 · inbound
Find a Scapegoat: Poisoning Membership Inference Attack and Defense to Federated Learning cites this paper.
Find a Scapegoat: Poisoning Membership Inference Attack and Defense to Federated Learning Open Challenges and Opportunities in Federated Foundation Models Towards Biomedical Healthcare
Reference 31
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T21:23:41.392157Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.