Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
FedMS: Federated Learning with Mixture of Sparsely Activated Foundations Models
As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2312.15926.
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 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-10T18:56:37.874966Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-07T13:42:51.596793Z
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 7fdee765-3415-4d8a-8cd5-2643d44074dc · inbound
Mixture of Experts (MoE): A Big Data Perspective cites this paper.
Mixture of Experts (MoE): A Big Data Perspective FedMS: Federated Learning with Mixture of Sparsely Activated Foundations Models
Reference 183
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T18:56:37.874966Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc32e377-483d-4672-bf56-c5555145ea95 · inbound
DeCAF: Decentralized Consensus-And-Factorization for Low-Rank Adaptation of Foundation Models cites this paper.
DeCAF: Decentralized Consensus-And-Factorization for Low-Rank Adaptation of Foundation Models FedMS: Federated Learning with Mixture of Sparsely Activated Foundations Models
Reference 65
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T13:42:51.644386Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.