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Paper Citation Record · LEDGER

Rethinking Client Drift in Federated Learning: A Logit Perspective

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2308.10162.

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

pith.paper-citation-record.v1
2308.10162 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 2026-08-12T06:34:41.77262+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T14:31:41.238362Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T15:34:57.608861Z

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 b9a7c2db-7a66-4258-8952-18d9ab9ecc4b · inbound

Towards Communication-Efficient Adversarial Federated Learning for Robust Edge Intelligence cites this paper.

Towards Communication-Efficient Adversarial Federated Learning for Robust Edge Intelligence Rethinking Client Drift in Federated Learning: A Logit Perspective

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-10T14:31:41.238362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:31:41.238362Z digest=sha256:43860028f2902e31f2b5ddbd873cdab4048f597084785840185bd04cf7dd8201

Observation 4265ae07-4385-4559-a45f-a4753aaed6b2 · inbound

A Survey on Foundation Models for Personalized Federated Intelligence cites this paper.

A Survey on Foundation Models for Personalized Federated Intelligence Rethinking Client Drift in Federated Learning: A Logit Perspective

Reference 295

Resolution
verified exact
arxiv_id, observed 2026-05-22T15:34:57.610682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-22T15:32:15.293888Z digest=sha256:3872141552c23b73de5909c261b6762c69676b10d3d450d312abd08195717d40