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ORCIDShiyao Ma
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2020 – today
- 2024
[c11]Chen Sun, Shiyao Ma, Ce Zheng, Songtao Wu, Qiang Tong, Tao Cui, Wenqi Zhang:
Federated Learning with CSMA Based User Selection for IoT Applications. ICC 2024: 1527-1532- 2023
- [j4]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): 5733-5746 (2023) - [j3]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): 186-201 (2023) - [c10]Tianming Zang, Ce Zheng, Shiyao Ma, Chen Sun, Wei Chen:
A General Solution for Straggler Effect and Unreliable Communication in Federated Learning. ICC 2023: 1194-1199 - [i5]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 abs/2307.03758 (2023) - 2022
- [j2]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): 8977-8987 (2022) - [i4]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 abs/2201.01230 (2022) - [i3]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 abs/2204.00843 (2022) - 2021
- [c9]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: 157-164 - [i2]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 abs/2110.13388 (2021)
2010 – 2019
- 2019
- [j1]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): 431-441 (2019) - 2018
- [c8]Yuechen Tao, Jingjie Jiang, Shiyao Ma, Luping Wang, Wei Wang, Bo Li:
Unraveling the RTT-fairness Problem for BBR: A Queueing Model. GLOBECOM 2018: 1-6 - 2017
- [c7]Jingjie Jiang, Shiyao Ma, Bo Li, Baochun Li, Jiangchuan Liu:
Maximizing link utilization with coflow-aware scheduling in datacenter networks. ICC 2017: 1-6 - [c6]Wei Wang, Shiyao Ma, Bo Li, Baochun Li:
Coflex: Navigating the fairness-efficiency tradeoff for coflow scheduling. INFOCOM 2017: 1-9 - [i1]Shiyao Ma, Jingjie Jiang, Wei Wang, Bo Li:
Towards RTT Fairness of Congestion-Based Congestion Control. CoRR abs/1706.09115 (2017) - 2016
- [c5]Shiyao Ma, Jingjie Jiang, Bo Li, Baochun Li:
Custody: Towards Data-Aware Resource Sharing in Cloud-Based Big Data Processing. CLUSTER 2016: 451-460 - [c4]Shiyao Ma, Jingjie Jiang, Bo Li, Baochun Li:
Chronos: Meeting coflow deadlines in data center networks. ICC 2016: 1-6 - [c3]Jingjie Jiang, Shiyao Ma, Bo Li, Baochun Li:
Tailor: Trimming Coflow Completion Times in Datacenter Networks. ICCCN 2016: 1-9 - [c2]Shiyao Ma, Jingjie Jiang, Bo Li, Baochun Li:
Maximizing container-based network isolation in parallel computing clusters. ICNP 2016: 1-10 - [c1]Jingjie Jiang, Shiyao Ma, Bo Li, Baochun Li:
Symbiosis: Network-aware task scheduling in data-parallel frameworks. INFOCOM 2016: 1-9
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