Leveraging Domain Knowledge for Robust Deep Reinforcement Learning in Networking. - Ying Zheng; Haoyu Chen; Qingyang Duan; Lixiang Lin; Yiyang Shao; Wei Wang 334; Xin Wang 002; Yuedong Xu 001 (INFOCOM, 2021)

Mercury: A Simple Transport Layer Scheduler to Accelerate Distributed DNN Training. - Qingyang Duan; Zeqin Wang; Yuedong Xu 001; Shaoteng Liu; Jun Wu 006 (INFOCOM, 2022)

Enabling Robust DRL-Driven Networking Systems via Teacher-Student Learning. - Ying Zheng; Lixiang Lin; Tianqi Zhang; Haoyu Chen; Qingyang Duan; Yuedong Xu 001; Xin Wang 002 (IEEE J. Sel. Areas Commun., 2022)

Accelerating Distributed DNN Training via Transport Layer Scheduling. - Qingyang Duan; Chao Peng; Zeqin Wang; Yuedong Xu 001; Shaoteng Liu; Jun Wu 006; John C. S. Lui (IEEE Trans. Parallel Distributed Syst., 2023)

An efficient bandwidth-adaptive gradient compression algorithm for distributed training of deep neural networks. - Zeqin Wang; Qingyang Duan; Yuedong Xu 001; Liang Zhang (J. Syst. Archit., 2024)