26 citations · 30 across the 6 of their papers we have counts for
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cs.LG2025
Energy and Memory-Efficient Federated Learning With Ordered Layer Freezing
Ziru Niu, Hai Dong, A. K. Qin +2
Federated Learning (FL) has emerged as a privacy-preserving paradigm for training machine learning models across distributed edge devices in the Internet of Things (IoT). By keepin…
cs.LG2025
Bridging Generalization Gap of Heterogeneous Federated Clients Using Generative Models
Ziru Niu, Hai Dong, A. K. Qin
Federated Learning (FL) is a privacy-preserving machine learning framework facilitating collaborative training across distributed clients. However, its performance is often comprom…