Pith. sign in

Paper Citation Record · LEDGER

ProFed: a Benchmark for Proximity-based non-IID Federated Learning

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2503.20618.

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

pith.paper-citation-record.v1
2503.20618 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 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:08:03.277794Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T18:41:08.767872Z

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 92f3dd6e-f000-42c2-a0bb-d48e9a665479 · inbound

Towards Graph-Based Privacy-Preserving Federated Learning: ModelNet -- A ResNet-based Model Classification Dataset cites this paper.

Towards Graph-Based Privacy-Preserving Federated Learning: ModelNet -- A ResNet-based Model Classification Dataset ProFed: a Benchmark for Proximity-based non-IID Federated Learning

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T12:08:03.277794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:08:03.277794Z digest=sha256:d7c9ccdef7e50ece76d9a636431d0369d7657effa5c8c113aff529fde0bf13c9

Observation 67486991-65b8-4687-ab59-6a774a0a87d6 · inbound

Sparse Self-Federated Learning for Energy Efficient Cooperative Intelligence in Society 5.0 cites this paper.

Sparse Self-Federated Learning for Energy Efficient Cooperative Intelligence in Society 5.0 ProFed: a Benchmark for Proximity-based non-IID Federated Learning

Reference 2025

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T18:41:08.882757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T18:41:07.205134Z digest=sha256:5ce081d829646dc4918749716b4775ffed818de82beb2e16d41929e839745268