Paper Citation Record · LEDGER

SatFed: A Resource-Efficient LEO Satellite-Assisted Heterogeneous Federated Learning Framework

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2409.13503.

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

pith.paper-citation-record.v1
2409.13503 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 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 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T19:09:55.109068Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T18:45:39.002683Z

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 ff9ff077-710f-40dd-b126-7215dfea7831 · inbound

Hierarchical Split Federated Learning: Convergence Analysis and System Optimization cites this paper.

Hierarchical Split Federated Learning: Convergence Analysis and System Optimization SatFed: A Resource-Efficient LEO Satellite-Assisted Heterogeneous Federated Learning Framework

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T19:09:55.109068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c205b16-3bf0-4095-af84-f146394cb995 · inbound

LEO-Split: A Semi-Supervised Split Learning Framework over LEO Satellite Networks cites this paper.

LEO-Split: A Semi-Supervised Split Learning Framework over LEO Satellite Networks SatFed: A Resource-Efficient LEO Satellite-Assisted Heterogeneous Federated Learning Framework

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T22:33:47.098325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b6d720c-5ed1-4668-afac-367d93b79931 · inbound

LCFed: An Efficient Clustered Federated Learning Framework for Heterogeneous Data cites this paper.

LCFed: An Efficient Clustered Federated Learning Framework for Heterogeneous Data SatFed: A Resource-Efficient LEO Satellite-Assisted Heterogeneous Federated Learning Framework

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T22:24:18.406175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88e25a65-f132-4c07-a855-4e55a7f81e46 · inbound

Constructing 4D Radio Map in LEO Satellite Networks with Limited Samples cites this paper.

Constructing 4D Radio Map in LEO Satellite Networks with Limited Samples SatFed: A Resource-Efficient LEO Satellite-Assisted Heterogeneous Federated Learning Framework

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-10T22:10:20.191717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0346628b-9fa4-449d-8e26-0201431bdc0c · inbound

Rethinking Membership Inference Attacks Against Transfer Learning cites this paper.

Rethinking Membership Inference Attacks Against Transfer Learning SatFed: A Resource-Efficient LEO Satellite-Assisted Heterogeneous Federated Learning Framework

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T18:12:46.729303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2874db90-c7f0-440b-b27e-a01a686b9904 · inbound

WAFBOOSTER: Automatic Boosting of WAF Security Against Mutated Malicious Payloads cites this paper.

WAFBOOSTER: Automatic Boosting of WAF Security Against Mutated Malicious Payloads SatFed: A Resource-Efficient LEO Satellite-Assisted Heterogeneous Federated Learning Framework

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T15:38:23.346435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fd34b21-7ce5-47d2-991f-bdd643809ecc · inbound

A Satellite-Ground Synergistic Large Vision-Language Model System for Earth Observation cites this paper.

A Satellite-Ground Synergistic Large Vision-Language Model System for Earth Observation SatFed: A Resource-Efficient LEO Satellite-Assisted Heterogeneous Federated Learning Framework

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T19:24:35.371662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae608f22-f6d3-4011-bf3f-3d3e32347ac6 · inbound

PHandover: Parallel Handover in Mobile Satellite Network cites this paper.

PHandover: Parallel Handover in Mobile Satellite Network SatFed: A Resource-Efficient LEO Satellite-Assisted Heterogeneous Federated Learning Framework

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-06T18:45:39.011028Z

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.