| Enabling robust DRL-driven networking systems via teacher-student learning Y Zheng, L Lin, T Zhang, H Chen, Q Duan, Y Xu, X Wang IEEE Journal on Selected Areas in Communications 40 (1), 376-392, 2021 | 11 | 2021 |
| Mercury: A simple transport layer scheduler to accelerate distributed DNN training Q Duan, Z Wang, Y Xu, S Liu, J Wu IEEE INFOCOM 2022-IEEE Conference on Computer Communications, 350-359, 2022 | 8 | 2022 |
| Leveraging domain knowledge for robust deep reinforcement learning in networking Y Zheng, H Chen, Q Duan, L Lin, Y Shao, W Wang, X Wang, Y Xu IEEE INFOCOM 2021-IEEE Conference on Computer Communications, 1-10, 2021 | 3 | 2021 |
| Accelerating Distributed DNN Training via Transport Layer Scheduling Q Duan, C Peng, Z Wang, Y Xu, S Liu, J Wu, JCS Lui IEEE Transactions on Parallel and Distributed Systems 34 (5), 1650-1666, 2023 | 2 | 2023 |
| 深度强化学习在典型网络系统中的应用综述 郑莹， 段庆洋， 林利祥， 游新宇， 徐跃东， 王新 无线电通信技术 46 (6), 603-623, 2020 | 1 | 2020 |
| An efficient bandwidth-adaptive gradient compression algorithm for distributed training of deep neural networks Z Wang, Q Duan, Y Xu, L Zhang Journal of Systems Architecture 150, 103116, 2024 | | 2024 |
