Paper Citation Record · LEDGER

ProFe: Communication-Efficient Decentralized Federated Learning via Distillation and Prototypes

As of 17 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 1 inbound Pith citation observation for arXiv:2412.11207.

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

pith.paper-citation-record.v1
2412.11207 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:15:38.876424Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T20:46:11.306434Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-09T20:46:11.380948Z

Reference resolution

12 of 12 outbound references displayed

verified exact0
verified fuzzy9
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 24c32a01-fd0e-4dc4-8ceb-30b03829e087 · outbound

This paper cites Communication-efficient learning of deep networks from decentralized data,.

ProFe: Communication-Efficient Decentralized Federated Learning via Distillation and Prototypes Communication-efficient learning of deep networks from decentralized data,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:15:39.154379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d600acd1-b5e6-4f56-aa38-3be17a7d4ca9 · outbound

This paper cites Decentralized federated learning: Fundamentals, state of the art, frameworks, trends, and challenges,.

ProFe: Communication-Efficient Decentralized Federated Learning via Distillation and Prototypes Decentralized federated learning: Fundamentals, state of the art, frameworks, trends, and challenges,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:15:39.129364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0f3b7d43-165e-4057-8826-f342721ea12d · outbound

This paper cites Decentralized feder- ated learning: Balancing communication and computing costs,.

ProFe: Communication-Efficient Decentralized Federated Learning via Distillation and Prototypes Decentralized feder- ated learning: Balancing communication and computing costs,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T15:15:38.811786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f840600f-53dc-46c2-8bd0-90a9ab9b784c · outbound

This paper cites Communication-efficient federated learning via knowl- edge distillation,.

ProFe: Communication-Efficient Decentralized Federated Learning via Distillation and Prototypes Communication-efficient federated learning via knowl- edge distillation,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:15:39.087374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ceb356d7-9174-4550-aed3-c3a6fac4ee72 · outbound

This paper cites Knowledge distillation: A survey,.

ProFe: Communication-Efficient Decentralized Federated Learning via Distillation and Prototypes Knowledge distillation: A survey,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T15:15:38.824725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69f93e1e-0d33-4591-a79b-b6f3d2bb144d · outbound

This paper cites Rethinking federated learning with domain shift: A prototype view,.

ProFe: Communication-Efficient Decentralized Federated Learning via Distillation and Prototypes Rethinking federated learning with domain shift: A prototype view,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:15:39.045742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 27bb5004-6628-4f98-b98f-94f9cc8367f6 · outbound

This paper cites Federated mutual learning: a collaborative machine learning method for heterogeneous data, mod- els, and objectives,.

ProFe: Communication-Efficient Decentralized Federated Learning via Distillation and Prototypes Federated mutual learning: a collaborative machine learning method for heterogeneous data, mod- els, and objectives,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:15:38.994962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c3db8b84-d594-4cac-bb91-f06812eb9eb0 · outbound

This paper cites Fedproto: Federated prototype learning across heterogeneous clients,.

ProFe: Communication-Efficient Decentralized Federated Learning via Distillation and Prototypes Fedproto: Federated prototype learning across heterogeneous clients,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:15:38.975699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4fa8ebe4-6fca-43ba-ac6c-bc9cb248e297 · outbound

This paper cites Global prototype distillation for hetero- geneous federated learning,.

ProFe: Communication-Efficient Decentralized Federated Learning via Distillation and Prototypes Global prototype distillation for hetero- geneous federated learning,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:15:38.957760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 971fd612-9935-41d7-b7a0-25a98606cae7 · outbound

This paper cites Ac- celerating federated learning for iot in big data analytics with pruning, quantization and selective updating,.

ProFe: Communication-Efficient Decentralized Federated Learning via Distillation and Prototypes Ac- celerating federated learning for iot in big data analytics with pruning, quantization and selective updating,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:15:39.017783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e0c2b627-b2cd-4593-8a24-4faf53552472 · outbound

This paper cites Fedstellar: A platform for decentralized federated learning,.

ProFe: Communication-Efficient Decentralized Federated Learning via Distillation and Prototypes Fedstellar: A platform for decentralized federated learning,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T15:15:38.869233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a48fbc2-9779-4fdf-bab7-f0e019dcfba6 · outbound

This paper cites NEBULA: A Platform for Decentralized Federated Learning - Communication Optimization,.

ProFe: Communication-Efficient Decentralized Federated Learning via Distillation and Prototypes NEBULA: A Platform for Decentralized Federated Learning - Communication Optimization,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:15:38.925602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

Observation 0b06e7e1-b944-4423-b73d-c1ea86129018 · inbound

S-VOTE: Similarity-based Voting for Client Selection in Decentralized Federated Learning cites this paper.

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-09T20:46:11.388759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.