Shiyao Ma

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

Jiawen Kang, Hongyang Du, Zonghang Li et al. · IEEE Journal on Selected Areas in Communications · 2022 · 154 citations

Computing, Communication, Computer Systems +13

Robust Semisupervised Federated Learning for Images Automatic Recognition in Internet of Drones

Zhe Zhang, Shiyao Ma, Zhaohui Yang et al. · IEEE Internet of Things Journal · 2022 · 57 citations

Computing, Computer Science, Computer Vision +13

Privacy-Preserving Anomaly Detection in Cloud Manufacturing Via Federated Transformer

Shiyao Ma, Jiangtian Nie, Jiawen Kang et al. · IEEE Transactions on Industrial Informatics · 2022 · 32 citations

Computing, Cloud Computing, Computer Science +17

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

Zhe Zhang, Shiyao Ma, Jiangtian Nie et al. · 2021 · 16 citations

Computing, Computer Science, Distributed Systems +13