Jie Lin

FedGuCci: Making Local Models More Connected in Landscape for Federated Learning

2024 · arXiv (Cornell University)

Federated learning (FL) involves multiple heterogeneous clients collaboratively training a global model via iterative local updates and model fusion. The generalization of FL's global model has a large gap compared with centralized training, which is …

Semantic Communication System for Standard Knowledge in Power Iot Networks

2025 · Computational Intelligence

ABSTRACT The growing complexity of power Internet of Things (IoT) networks necessitates efficient and reliable communication capable of handling the continuous stream of data generated by distributed sensors, smart meters, and control systems. To handle …