Browsing School of Electronic Engineering and Computer Science by Author "Ni, W"
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Federated Contrastive Learning for Personalized Semantic Communication
Wang, Y; Ni, W; Yi, W; Xu, X; Zhang, P; Nallanathan, A (IEEE, 2024-06-17)In this letter, we design a federated contrastive learning (FedCL) framework aimed at supporting personalized semantic communication. Our FedCL enables collaborative training of local semantic encoders across multiple ... -
Integrating Over-the-Air Federated Learning and Non-Orthogonal Multiple Access: What Role Can RIS Play?
Ni, W; Liu, Y; Yang, Z; Tian, H; Shen, X (2022)