Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Achieving Personalized Federated Learning with Sparse Local Models
As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2201.11380.
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 2026-08-07T12:01:27.581157Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-23T20:58:26.459809Z
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 d355e150-baee-41c2-aa03-99f720aefd57 · inbound
Harmful Fine-tuning Attacks and Defenses for Large Language Models: A Survey cites this paper.
Harmful Fine-tuning Attacks and Defenses for Large Language Models: A Survey Achieving Personalized Federated Learning with Sparse Local Models
Reference 62
- Resolution
- verified exact
- arxiv_id, observed 2026-05-23T20:58:26.462660Z
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.
Observation 6509ea1d-d41d-4471-b2c6-44dd5ec7594c · inbound
Addressing the Collaboration Dilemma in Low-Data Federated Learning via Transient Sparsity cites this paper.
Addressing the Collaboration Dilemma in Low-Data Federated Learning via Transient Sparsity Achieving Personalized Federated Learning with Sparse Local Models
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:01:27.581157Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.