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Clustered Federated Learning

This repository contains the code for algorithms related to Clustered Federated Learning (CFL).

Algorithms Paper Venue Code
FedLab(Benchmark) FEDLAB: A FLEXIBLE FEDERATED LEARNING FRAMEWORK JMLR 2023 Code
NIID-Bench(Benchmark) Federated Learning on Non-IID Data Silos: An Experimental Study ICDE 2022 Code
CFL Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints TNNLS 2020 Code
IFCA An Efficient Framework for Clustered Federated Learning NIPS 2020 Code
FedSEM Multi-center Federated Learning Arxiv 2020 Code
FedSoft FedSoft: Soft Clustered Federated Learning with Proximal Local Updating AAAI 2022 Code
FlexCFL Flexible Clustered Federated Learning for Client-Level Data Distribution Shift TPDS 2021 Code
PACFL Efficient Distribution Similarity Identification in Clustered Federated Learning via Principal Angles Between Client Data Subspaces AAAI 2023 Code
StoCFL StoCFL: A stochastically clustered federated learning framework for Non-IID data with dynamic client participation NN 2025 code
FECFL Lightweight Clustered Federated Learning via Feature Extraction ICASSP 2025 Code
CFL-GP Clustered Federated Learning via Gradient-based Partitioning ICML 2024 Code
FedChain A Blockchain System for Clustered Federated Learning with Peer-to-Peer Knowledge Transfer VLDB 2024 Code
EBS-CFL EBS-CFL: Efficient and Byzantine-robust Secure Clustered Federated Learning AAAI 2025 Code
HCFL Enhancing Clustered Federated Learning: Integration of Strategies and Improved Methodologies ICLR 2025 Code

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