Supplementary Material for "FedDCG: A Federated Learning Algorithm Based on Dynamic Consensus Graph"

This record contains the supplementary material for the paper "FedDCG: A Federated Learning Algorithm Based on Dynamic Consensus Graph". The supplementary file provides additional technical details that support the main manuscript. The associated paper studies federated learning under dual-skewed non-IID data and proposes FedDCG, a dynamic-consensus-graph-based method that integrates consensus-based weighting and sample-size-aware aggregation.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-03-26
DOI
https://doi.org/10.5281/zenodo.19229298
Primary Topic
Privacy-Preserving Technologies in Data
Type
article
Field-Weighted Citation Impact
0.00
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Supplementary Material for "FedDCG: A Federated Learning Algorithm Based on Dynamic Consensus Graph"

Yi Xie, Haoyu Luo, Xiao Liu, Yushuo Hu et al.
Zenodo (CERN European Organization for Nuclear Research)
Privacy-Preserving Technologies in Data
article

Supplementary Material for "FedDCG: A Federated Learning Algorithm Based on Dynamic Consensus Graph"

Yi Xie, Haoyu Luo, Xiao Liu, Yushuo Hu, Yi Xu, Zhouliang Lu
article en

Abstract

This record contains the supplementary material for the paper "FedDCG: A Federated Learning Algorithm Based on Dynamic Consensus Graph". The supplementary file provides additional technical details that support the main manuscript. The associated paper studies federated learning under dual-skewed non-IID data and proposes FedDCG, a dynamic-consensus-graph-based method that integrates consensus-based weighting and sample-size-aware aggregation.

Zenodo (CERN European Organization for Nuclear Research)
South China Agricultural University (CN), Anhui University (CN), Deakin University (AU)
Openalex Percentile: Top 8%
Privacy-Preserving Technologies in Data
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