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sub-model extraction

4 papers

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Co-occurring keywords · papers mentioning both

federated learning (4) model compression (2) client performance profiling (1) layer-adaptive learning (1) system heterogeneity (1) partial training (1) gradient correction (1) dynamic load balancing (1) model heterogeneity (1) client drift (1)

Papers

FedLAGC: Towards High Performance System-Heterogeneous Federated Learning via Layer-Adaptive Submodel Extraction and Gradient Correction AAAI 2026 FIARSE: Model-Heterogeneous Federated Learning via Importance-Aware Submodel Extraction NeurIPS 2024 FLuID: Mitigating Stragglers in Federated Learning using Invariant Dropout NeurIPS 2023 FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction NeurIPS 2022