Qingyang Duan

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 5

Top Topics

Compression Algorithm

Student Learning

Transport Layer

Top Venues

IEEE J. Sel. Areas Commun.

J. Syst. Archit.

IEEE Trans. Parallel Distributed Syst.

Publications

Zeqin Wang, Qingyang Duan, Yuedong Xu, Liang Zhang
An efficient bandwidth-adaptive gradient compression algorithm for distributed training of deep neural networks. J. Syst. Archit. 150 (2024)
Qingyang Duan, Chao Peng, Zeqin Wang, Yuedong Xu, Shaoteng Liu, Jun Wu, John C. S. Lui
Accelerating Distributed DNN Training via Transport Layer Scheduling. IEEE Trans. Parallel Distributed Syst. 34 (5) (2023)
Qingyang Duan, Zeqin Wang, Yuedong Xu, Shaoteng Liu, Jun Wu
Mercury: A Simple Transport Layer Scheduler to Accelerate Distributed DNN Training. INFOCOM (2022)
Ying Zheng, Lixiang Lin, Tianqi Zhang, Haoyu Chen, Qingyang Duan, Yuedong Xu, Xin Wang
Enabling Robust DRL-Driven Networking Systems via Teacher-Student Learning. IEEE J. Sel. Areas Commun. 40 (1) (2022)
Ying Zheng, Haoyu Chen, Qingyang Duan, Lixiang Lin, Yiyang Shao, Wei Wang, Xin Wang, Yuedong Xu
Leveraging Domain Knowledge for Robust Deep Reinforcement Learning in Networking. INFOCOM (2021)