| 2026 | WCNC | Clustering-Based User Selection in Federated Learning: Metadata Exploitation for 3GPP Networks. | Ce Zheng, Shiyao Ma, Ke Zhang, Chen Sun, Wenqi Zhang |
| 2021 | HPCC | Semi-Supervised Federated Learning with non-IID Data: Algorithm and System Design. | Zhe Zhang, Shiyao Ma, Jiangtian Nie, Yi Wu, Qiang Yan, Xiaoke Xu, Dusit Niyato |
| 2018 | GLOBECOM | Unraveling the RTT-fairness Problem for BBR: A Queueing Model. | Yuechen Tao, Jingjie Jiang, Shiyao Ma, Luping Wang, Wei Wang, Bo Li |
| 2017 | INFOCOM | Coflex: Navigating the fairness-efficiency tradeoff for coflow scheduling. | Wei Wang, Shiyao Ma, Bo Li, Baochun Li |
| 2016 | CLUSTER | Custody: Towards Data-Aware Resource Sharing in Cloud-Based Big Data Processing. | Shiyao Ma, Jingjie Jiang, Bo Li, Baochun Li |
| 2016 | ICCCN | Tailor: Trimming Coflow Completion Times in Datacenter Networks. | Jingjie Jiang, Shiyao Ma, Bo Li, Baochun Li |
| 2016 | ICNP | Maximizing container-based network isolation in parallel computing clusters. | Shiyao Ma, Jingjie Jiang, Bo Li, Baochun Li |
| 2016 | INFOCOM | Symbiosis: Network-aware task scheduling in data-parallel frameworks. | Jingjie Jiang, Shiyao Ma, Bo Li, Baochun Li |