Shiyao Ma

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 19

Top Topics

Absolute Deviation

Link Utilization

Automatic Recognition

Top Venues

Publications

Jiawen Kang, Hongyang Du, Zonghang Li, Zehui Xiong, Shiyao Ma, Dusit Niyato, Yuan Li
Personalized Saliency in Task-Oriented Semantic Communications: Image Transmission and Performance Analysis. IEEE J. Sel. Areas Commun. 41 (1) (2023)
Zhe Zhang, Shiyao Ma, Zhaohui Yang, Zehui Xiong, Jiawen Kang, Yi Wu, Kejia Zhang, Dusit Niyato
Robust Semisupervised Federated Learning for Images Automatic Recognition in Internet of Drones. IEEE Internet Things J. 10 (7) (2023)
Tianming Zang, Ce Zheng, Shiyao Ma, Chen Sun, Wei Chen
A General Solution for Straggler Effect and Unreliable Communication in Federated Learning. ICC (2023)
Chen Sun, Shiyao Ma, Ce Zheng, Songtao Wu, Tao Cui, Lingjuan Lyu
Federated Learning over a Wireless Network: Distributed User Selection through Random Access. CoRR (2023)
Shiyao Ma, Jiangtian Nie, Jiawen Kang, Lingjuan Lyu, Ryan Wen Liu, Ruihui Zhao, Ziyao Liu, Dusit Niyato
Privacy-Preserving Anomaly Detection in Cloud Manufacturing Via Federated Transformer. IEEE Trans. Ind. Informatics 18 (12) (2022)
Zhe Zhang, Shiyao Ma, Zhaohui Yang, Zehui Xiong, Jiawen Kang, Yi Wu, Kejia Zhang, Dusit Niyato
Robust Semi-supervised Federated Learning for Images Automatic Recognition in Internet of Drones. CoRR (2022)
Shiyao Ma, Jiangtian Nie, Jiawen Kang, Lingjuan Lyu, Ryan Wen Liu, Ruihui Zhao, Ziyao Liu, Dusit Niyato
Privacy-preserving Anomaly Detection in Cloud Manufacturing via Federated Transformer. CoRR (2022)
Zhe Zhang, Shiyao Ma, Jiangtian Nie, Yi Wu, Qiang Yan, Xiaoke Xu, Dusit Niyato
Semi-Supervised Federated Learning with non-IID Data: Algorithm and System Design. CoRR (2021)
Zhe Zhang, Shiyao Ma, Jiangtian Nie, Yi Wu, Qiang Yan, Xiaoke Xu, Dusit Niyato
Semi-Supervised Federated Learning with non-IID Data: Algorithm and System Design. HPCC/DSS/SmartCity/DependSys (2021)
Jingjie Jiang, Shiyao Ma, Bo Li, Baochun Li
Adia: Achieving High Link Utilization with Coflow-Aware Scheduling in Data Center Networks. IEEE Trans. Cloud Comput. 7 (2) (2019)
Yuechen Tao, Jingjie Jiang, Shiyao Ma, Luping Wang, Wei Wang, Bo Li
Unraveling the RTT-fairness Problem for BBR: A Queueing Model. GLOBECOM (2018)
Jingjie Jiang, Shiyao Ma, Bo Li, Baochun Li, Jiangchuan Liu
Maximizing link utilization with coflow-aware scheduling in datacenter networks. ICC (2017)
Wei Wang, Shiyao Ma, Bo Li, Baochun Li
Coflex: Navigating the fairness-efficiency tradeoff for coflow scheduling. INFOCOM (2017)
Shiyao Ma, Jingjie Jiang, Wei Wang, Bo Li
Towards RTT Fairness of Congestion-Based Congestion Control. CoRR (2017)
Jingjie Jiang, Shiyao Ma, Bo Li, Baochun Li
Tailor: Trimming Coflow Completion Times in Datacenter Networks. ICCCN (2016)
Shiyao Ma, Jingjie Jiang, Bo Li, Baochun Li
Custody: Towards Data-Aware Resource Sharing in Cloud-Based Big Data Processing. CLUSTER (2016)
Shiyao Ma, Jingjie Jiang, Bo Li, Baochun Li
Maximizing container-based network isolation in parallel computing clusters. ICNP (2016)
Shiyao Ma, Jingjie Jiang, Bo Li, Baochun Li
Chronos: Meeting coflow deadlines in data center networks. ICC (2016)
Jingjie Jiang, Shiyao Ma, Bo Li, Baochun Li
Symbiosis: Network-aware task scheduling in data-parallel frameworks. INFOCOM (2016)