Yuanwei Liu

Knowledge-Aided Federated Learning for Energy-Limited Wireless Networks

2023 · IEEE Transactions on Communications

The conventional model aggregation-based federated learning (FL) approach requires all local models to have the same architecture, which fails to support practical scenarios with heterogeneous local models. Moreover, the frequent model exchange is costly for …