Alert button
Picture for Shiyao Ma

Shiyao Ma

Alert button

Federated Learning over a Wireless Network: Distributed User Selection through Random Access

Jul 07, 2023
Chen Sun, Shiyao Ma, Ce Zheng, Songtao Wu, Tao Cui, Lingjuan Lyu

Figure 1 for Federated Learning over a Wireless Network: Distributed User Selection through Random Access
Figure 2 for Federated Learning over a Wireless Network: Distributed User Selection through Random Access
Figure 3 for Federated Learning over a Wireless Network: Distributed User Selection through Random Access
Figure 4 for Federated Learning over a Wireless Network: Distributed User Selection through Random Access
Viaarxiv icon

Personalized Saliency in Task-Oriented Semantic Communications: Image Transmission and Performance Analysis

Sep 25, 2022
Jiawen Kang, Hongyang Du, Zonghang Li, Zehui Xiong, Shiyao Ma, Dusit Niyato, Yuan Li

Figure 1 for Personalized Saliency in Task-Oriented Semantic Communications: Image Transmission and Performance Analysis
Figure 2 for Personalized Saliency in Task-Oriented Semantic Communications: Image Transmission and Performance Analysis
Figure 3 for Personalized Saliency in Task-Oriented Semantic Communications: Image Transmission and Performance Analysis
Figure 4 for Personalized Saliency in Task-Oriented Semantic Communications: Image Transmission and Performance Analysis
Viaarxiv icon

Robust Semi-supervised Federated Learning for Images Automatic Recognition in Internet of Drones

Jan 03, 2022
Zhe Zhang, Shiyao Ma, Zhaohui Yang, Zehui Xiong, Jiawen Kang, Yi Wu, Kejia Zhang, Dusit Niyato

Figure 1 for Robust Semi-supervised Federated Learning for Images Automatic Recognition in Internet of Drones
Figure 2 for Robust Semi-supervised Federated Learning for Images Automatic Recognition in Internet of Drones
Figure 3 for Robust Semi-supervised Federated Learning for Images Automatic Recognition in Internet of Drones
Figure 4 for Robust Semi-supervised Federated Learning for Images Automatic Recognition in Internet of Drones
Viaarxiv icon

Semi-Supervised Federated Learning with non-IID Data: Algorithm and System Design

Oct 26, 2021
Zhe Zhang, Shiyao Ma, Jiangtian Nie, Yi Wu, Qiang Yan, Xiaoke Xu, Dusit Niyato

Figure 1 for Semi-Supervised Federated Learning with non-IID Data: Algorithm and System Design
Figure 2 for Semi-Supervised Federated Learning with non-IID Data: Algorithm and System Design
Figure 3 for Semi-Supervised Federated Learning with non-IID Data: Algorithm and System Design
Figure 4 for Semi-Supervised Federated Learning with non-IID Data: Algorithm and System Design
Viaarxiv icon