Custody: Towards Data-Aware Resource Sharing in Cloud-Based Big Data Processing. - Shiyao Ma; Jingjie Jiang; Bo Li 001; Baochun Li (CLUSTER, 2016)

Chronos: Meeting coflow deadlines in data center networks. - Shiyao Ma; Jingjie Jiang; Bo Li 001; Baochun Li (ICC, 2016)

Tailor: Trimming Coflow Completion Times in Datacenter Networks. - Jingjie Jiang; Shiyao Ma; Bo Li 001; Baochun Li (ICCCN, 2016)

Maximizing container-based network isolation in parallel computing clusters. - Shiyao Ma; Jingjie Jiang; Bo Li 001; Baochun Li (ICNP, 2016)

Symbiosis: Network-aware task scheduling in data-parallel frameworks. - Jingjie Jiang; Shiyao Ma; Bo Li 001; Baochun Li (INFOCOM, 2016)

Maximizing link utilization with coflow-aware scheduling in datacenter networks. - Jingjie Jiang; Shiyao Ma; Bo Li 001; Baochun Li; Jiangchuan Liu (ICC, 2017)

Coflex: Navigating the fairness-efficiency tradeoff for coflow scheduling. - Wei Wang 030; Shiyao Ma; Bo Li 001; Baochun Li (INFOCOM, 2017)

Towards RTT Fairness of Congestion-Based Congestion Control. - Shiyao Ma; Jingjie Jiang; Wei Wang 030; Bo Li 001 (CoRR, 2017)

Unraveling the RTT-fairness Problem for BBR: A Queueing Model. - Yuechen Tao; Jingjie Jiang; Shiyao Ma; Luping Wang; Wei Wang 030; Bo Li 001 (GLOBECOM, 2018)

Adia: Achieving High Link Utilization with Coflow-Aware Scheduling in Data Center Networks. - Jingjie Jiang; Shiyao Ma; Bo Li 001; Baochun Li (IEEE Trans. Cloud Comput., 2019)

Semi-Supervised Federated Learning with non-IID Data: Algorithm and System Design. - Zhe Zhang 043; Shiyao Ma; Jiangtian Nie; Yi Wu 021; Qiang Yan 001; Xiaoke Xu; Dusit Niyato (HPCC/DSS/SmartCity/DependSys, 2021)

Robust Semi-supervised Federated Learning for Images Automatic Recognition in Internet of Drones. - Zhe Zhang 043; Shiyao Ma; Zhaohui Yang 001; Zehui Xiong; Jiawen Kang 001; Yi Wu 021; Kejia Zhang 002; Dusit Niyato (CoRR, 2022)

Privacy-Preserving Anomaly Detection in Cloud Manufacturing Via Federated Transformer. - Shiyao Ma; Jiangtian Nie; Jiawen Kang 001; Lingjuan Lyu; Ryan Wen Liu; Ruihui Zhao; Ziyao Liu; Dusit Niyato (IEEE Trans. Ind. Informatics, 2022)

A General Solution for Straggler Effect and Unreliable Communication in Federated Learning. - Tianming Zang; Ce Zheng; Shiyao Ma; Chen Sun 006; Wei Chen 002 (ICC, 2023)

Federated Learning over a Wireless Network: Distributed User Selection through Random Access. - Chen Sun 006; Shiyao Ma; Ce Zheng; Songtao Wu; Tao Cui; Lingjuan Lyu (CoRR, 2023)

Personalized Saliency in Task-Oriented Semantic Communications: Image Transmission and Performance Analysis. - Jiawen Kang 001; Hongyang Du; Zonghang Li; Zehui Xiong; Shiyao Ma; Dusit Niyato; Yuan Li (IEEE J. Sel. Areas Commun., 2023)

Robust Semisupervised Federated Learning for Images Automatic Recognition in Internet of Drones. - Zhe Zhang 043; Shiyao Ma; Zhaohui Yang 001; Zehui Xiong; Jiawen Kang 001; Yi Wu 021; Kejia Zhang 002; Dusit Niyato (IEEE Internet Things J., 2023)

Federated Learning with CSMA Based User Selection for IoT Applications. - Chen Sun 006; Shiyao Ma; Ce Zheng; Songtao Wu; Qiang Tong 002; Tao Cui; Wenqi Zhang (ICC, 2024)

Privacy-Preserving Multilayer Community Detection via Federated Learning. - Shiyao Ma; Xiao-Ke Xu; Jing Xiao (IEEE Trans. Comput. Soc. Syst., 2025)