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Paper Citation Record · LEDGER

LCFed: An Efficient Clustered Federated Learning Framework for Heterogeneous Data

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2501.01850.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2501.01850 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:24:40.247634Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-23T04:02:30.250426Z

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 e918cb9b-7223-4320-8db4-3ae6b4f94f12 · inbound

Analytic Personalized Federated Meta-Learning cites this paper.

Analytic Personalized Federated Meta-Learning LCFed: An Efficient Clustered Federated Learning Framework for Heterogeneous Data

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-05-23T04:02:30.254460Z

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.

source=pdf_text observed=2026-05-23T04:01:47.511522Z digest=sha256:0ab770fa321821fc44aabf627573a416d083c937d8d25ec74902121c53a66b48

Observation dd76fdb9-3330-4977-8e0e-4f591ebe5107 · inbound

A Satellite-Ground Synergistic Large Vision-Language Model System for Earth Observation cites this paper.

A Satellite-Ground Synergistic Large Vision-Language Model System for Earth Observation LCFed: An Efficient Clustered Federated Learning Framework for Heterogeneous Data

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T19:24:40.247634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:24:40.247634Z digest=sha256:985b616ae3ea64b2f44f1e4e9b23465554881edcae3b6ca6554ecfb94c3f543c

Observation d6fa6e4d-55dd-460f-a6fe-b05a6276ca20 · inbound

PHandover: Parallel Handover in Mobile Satellite Network cites this paper.

PHandover: Parallel Handover in Mobile Satellite Network LCFed: An Efficient Clustered Federated Learning Framework for Heterogeneous Data

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-06T18:45:38.783541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:45:38.783541Z digest=sha256:6a45c613036d14c72966ca653b0ba01210db8ffad7d3181b19e71675c58aedb2

Observation 342e8b2b-f08e-46f2-9ddd-31b0fbddc4bd · inbound

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring cites this paper.

Dynamic Uncertainty-aware Multimodal Fusion for Outdoor Health Monitoring LCFed: An Efficient Clustered Federated Learning Framework for Heterogeneous Data

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-05T21:14:40.112170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T21:14:40.112170Z digest=sha256:8984ea638b980db161bcd145a86360648084326ef96149ed86ef24b918fd46e5