Paper Citation Record · LEDGER

Towards Federated Learning on Time-Evolving Heterogeneous Data

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2112.13246.

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

pith.paper-citation-record.v1
2112.13246 v3

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 2026-08-14T06:32:32.682623+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T17:39:18.554569Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T18:34:19.135460Z

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 83fa488d-cd27-4fca-81e8-6f635084cf9b · inbound

Non-IID data in Federated Learning: A Survey with Taxonomy, Metrics, Methods, Frameworks and Future Directions cites this paper.

Non-IID data in Federated Learning: A Survey with Taxonomy, Metrics, Methods, Frameworks and Future Directions Towards Federated Learning on Time-Evolving Heterogeneous Data

Reference 124

Resolution: unresolved; no resolver link, observed 2026-08-12T17:39:18.554569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa8f2dd1-6cea-4a65-a32a-5720890dbb50 · inbound

Federated Continual Learning for Edge-AI: A Comprehensive Survey cites this paper.

Federated Continual Learning for Edge-AI: A Comprehensive Survey Towards Federated Learning on Time-Evolving Heterogeneous Data

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-12T15:59:30.118621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9658bd22-79ae-4b06-948a-69d7c20a2c08 · inbound

Unleashing the Power of Continual Learning on Non-Centralized Devices: A Survey cites this paper.

Unleashing the Power of Continual Learning on Non-Centralized Devices: A Survey Towards Federated Learning on Time-Evolving Heterogeneous Data

Reference 176

Resolution: unresolved; no resolver link, observed 2026-08-11T12:46:50.678432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1451c8f-06b6-4599-8e56-f7c59c864f43 · inbound

FedEve: On Bridging the Client Drift and Period Drift for Cross-device Federated Learning cites this paper.

FedEve: On Bridging the Client Drift and Period Drift for Cross-device Federated Learning Towards Federated Learning on Time-Evolving Heterogeneous Data

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-05T18:34:19.213610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.