Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Beyond Similarity: Personalized Federated Recommendation with Composite Aggregation
As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2406.03933.
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 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T04:52:56.529077Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T19:32:51.575884Z
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 90b1c646-d5de-471e-9873-f16cddcc6225 · inbound
Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition cites this paper.
Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Beyond Similarity: Personalized Federated Recommendation with Composite Aggregation
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:52:56.529077Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff59fe44-2a24-43e5-b9dc-2d929dfa68bb · inbound
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach cites this paper.
Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Beyond Similarity: Personalized Federated Recommendation with Composite Aggregation
Reference 47
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T19:32:51.646935Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.