Shiyao Ma - RankMe

22 papers A* 2B 3C 1Journal 11Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Clustering-Based User Selection in Federated Learning: Metadata Exploitation for 3GPP Networks. CoRR Ce Zheng, Shiyao Ma, Ke Zhang, Chen Sun, Wenqi Zhang
2025	J	`jnl`	Privacy-Preserving Multilayer Community Detection via Federated Learning. IEEE Trans. Comput. Soc. Syst. Shiyao Ma, Xiao-Ke Xu, Jing Xiao
2024	—	`conf`	Federated Learning with CSMA Based User Selection for IoT Applications. ICC Chen Sun, Shiyao Ma, Ce Zheng, Songtao Wu, Qiang Tong, Tao Cui, Wenqi Zhang
2023	—	`conf`	A General Solution for Straggler Effect and Unreliable Communication in Federated Learning. ICC Tianming Zang, Ce Zheng, Shiyao Ma, Chen Sun, Wei Chen
2023	J	`jnl`	Federated Learning over a Wireless Network: Distributed User Selection through Random Access. CoRR Chen Sun, Shiyao Ma, Ce Zheng, Songtao Wu, Tao Cui, Lingjuan Lyu
2023	J	`jnl`	Personalized Saliency in Task-Oriented Semantic Communications: Image Transmission and Performance Analysis. IEEE J. Sel. Areas Commun. Jiawen Kang, Hongyang Du, Zonghang Li, Zehui Xiong, Shiyao Ma, Dusit Niyato, Yuan Li
2023	J	`jnl`	Robust Semisupervised Federated Learning for Images Automatic Recognition in Internet of Drones. IEEE Internet Things J. Zhe Zhang, Shiyao Ma, Zhaohui Yang, Zehui Xiong, Jiawen Kang, Yi Wu, Kejia Zhang, Dusit Niyato
2022	J	`jnl`	Privacy-Preserving Anomaly Detection in Cloud Manufacturing Via Federated Transformer. IEEE Trans. Ind. Informatics Shiyao Ma, Jiangtian Nie, Jiawen Kang, Lingjuan Lyu, Ryan Wen Liu, Ruihui Zhao, Ziyao Liu, Dusit Niyato
2022	J	`jnl`	Privacy-preserving Anomaly Detection in Cloud Manufacturing via Federated Transformer. CoRR Shiyao Ma, Jiangtian Nie, Jiawen Kang, Lingjuan Lyu, Ryan Wen Liu, Ruihui Zhao, Ziyao Liu, Dusit Niyato
2022	J	`jnl`	Robust Semi-supervised Federated Learning for Images Automatic Recognition in Internet of Drones. CoRR Zhe Zhang, Shiyao Ma, Zhaohui Yang, Zehui Xiong, Jiawen Kang, Yi Wu, Kejia Zhang, Dusit Niyato
2021	—	`conf`	Semi-Supervised Federated Learning with non-IID Data: Algorithm and System Design. HPCC/DSS/SmartCity/DependSys Zhe Zhang, Shiyao Ma, Jiangtian Nie, Yi Wu, Qiang Yan, Xiaoke Xu, Dusit Niyato
2021	J	`jnl`	Semi-Supervised Federated Learning with non-IID Data: Algorithm and System Design. CoRR Zhe Zhang, Shiyao Ma, Jiangtian Nie, Yi Wu, Qiang Yan, Xiaoke Xu, Dusit Niyato
2019	J	`jnl`	Adia: Achieving High Link Utilization with Coflow-Aware Scheduling in Data Center Networks. IEEE Trans. Cloud Comput. Jingjie Jiang, Shiyao Ma, Bo Li, Baochun Li
2018	B	`conf`	Unraveling the RTT-fairness Problem for BBR: A Queueing Model. GLOBECOM Yuechen Tao, Jingjie Jiang, Shiyao Ma, Luping Wang, Wei Wang, Bo Li
2017	A*	`conf`	Coflex: Navigating the fairness-efficiency tradeoff for coflow scheduling. INFOCOM Wei Wang, Shiyao Ma, Bo Li, Baochun Li
2017	—	`conf`	Maximizing link utilization with coflow-aware scheduling in datacenter networks. ICC Jingjie Jiang, Shiyao Ma, Bo Li, Baochun Li, Jiangchuan Liu
2017	J	`jnl`	Towards RTT Fairness of Congestion-Based Congestion Control. CoRR Shiyao Ma, Jingjie Jiang, Wei Wang, Bo Li
2016	—	`conf`	Chronos: Meeting coflow deadlines in data center networks. ICC Shiyao Ma, Jingjie Jiang, Bo Li, Baochun Li
2016	C	`conf`	Custody: Towards Data-Aware Resource Sharing in Cloud-Based Big Data Processing. CLUSTER Shiyao Ma, Jingjie Jiang, Bo Li, Baochun Li
2016	B	`conf`	Maximizing container-based network isolation in parallel computing clusters. ICNP Shiyao Ma, Jingjie Jiang, Bo Li, Baochun Li
2016	A*	`conf`	Symbiosis: Network-aware task scheduling in data-parallel frameworks. INFOCOM Jingjie Jiang, Shiyao Ma, Bo Li, Baochun Li
2016	B	`conf`	Tailor: Trimming Coflow Completion Times in Datacenter Networks. ICCCN Jingjie Jiang, Shiyao Ma, Bo Li, Baochun Li