client clustering

MSCFL: Model Structure-Aware Clustered Federated Learning for System Heterogeneity and Data Drift AAAI 2026 Enhancing Clustered Federated Learning: Integration of Strategies and Improved Methodologies ICLR 2025 FedCM: Client Clustering and Migration in Federated Learning via Gradient Path Similarity and Update Direction Deviation IJCAI 2025 Byzantine-robust Decentralized Federated Learning via Dual-domain Clustering and Trust Bootstrapping CVPR 2024 Clustered Federated Learning via Gradient-based Partitioning ICML 2024 Exploiting Label Skews in Federated Learning with Model Concatenation AAAI 2024 Federated Linear Contextual Bandits with Heterogeneous Clients AISTATS 2024 Efficient Distribution Similarity Identification in Clustered Federated Learning via Principal Angles between Client Data Subspaces AAAI 2023 Optimizing the Collaboration Structure in Cross-Silo Federated Learning ICML 2023 Structured Federated Learning through Clustered Additive Modeling NeurIPS 2023 Diurnal or Nocturnal? Federated Learning of Multi-branch Networks from Periodically Shifting Distributions ICLR 2022 FedSoft: Soft Clustered Federated Learning with Proximal Local Updating AAAI 2022 Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering ICML 2022