Hangyu Wu
1 indexed paper
Recent (6 mo)
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126
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ML×1AI×1Crypto×1
Research Timeline
2026
Towards Family-Grouped Hierarchical Federated Learning on Sub-5KB Models: A Feasibility Study of Privacy-Preserving ECG Monitoring for Ultra-Resource-Constrained Wearables
The paper proposes Family-Grouped Hierarchical Federated Learning (Family-FL) combined with a highly optimized Tiny CNN-LSTM model to enable privacy-preserving ECG monitoring on ultra-resource-constrained microcontrollers, significantly reducing communication overhead.
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