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Paper Citation Record · LEDGER

Split Federated Learning Over Heterogeneous Edge Devices: Algorithm and Optimization

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2411.13907.

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

pith.paper-citation-record.v1
2411.13907 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:58:28.426602Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T16:23:39.622740Z

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 43cd6282-df1e-435c-9301-1234a3dfe6ef · inbound

P3SL: Personalized Privacy-Preserving Split Learning on Heterogeneous Edge Devices cites this paper.

P3SL: Personalized Privacy-Preserving Split Learning on Heterogeneous Edge Devices Split Federated Learning Over Heterogeneous Edge Devices: Algorithm and Optimization

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T14:58:28.426602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:58:28.426602Z digest=sha256:00c2edaf826a64cf669b7b551feb02dd7fa8513ed23cb02bddd7fd41c1f2961f

Observation 2f115219-b819-460a-b4f3-14c8d00b474f · inbound

StreamSplit: Continuous Audio Representation Learning via Uncertainty-Guided Adaptive Splitting cites this paper.

StreamSplit: Continuous Audio Representation Learning via Uncertainty-Guided Adaptive Splitting Split Federated Learning Over Heterogeneous Edge Devices: Algorithm and Optimization

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-06-29T16:23:39.624000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-29T16:14:59.091896Z digest=sha256:d1c512d04f645742cde7cd5762437e2d56f149338a6c38e67a69be0843808047