| CFR-RL: Traffic engineering with reinforcement learning in SDN J Zhang, M Ye, Z Guo, CY Yen, HJ Chao IEEE Journal on Selected Areas in Communications 38 (10), 2249-2259, 2020 | 160 | 2020 |
| Multivariate multi-order Markov multi-modal prediction with its applications in network traffic management H Liu, LT Yang, J Chen, M Ye, J Ding, L Kuang IEEE Transactions on Network and Service Management 16 (3), 828-841, 2019 | 45 | 2019 |
| Date: Disturbance-aware traffic engineering with reinforcement learning in software-defined networks M Ye, J Zhang, Z Guo, HJ Chao 2021 IEEE/ACM 29th International Symposium on Quality of Service (IWQOS), 1-10, 2021 | 26 | 2021 |
| RL-AFEC: adaptive forward error correction for real-time video communication based on reinforcement learning K Chen, H Wang, S Fang, X Li, M Ye, HJ Chao Proceedings of the 13th ACM Multimedia Systems Conference, 96-108, 2022 | 24 | 2022 |
| Federated traffic engineering with supervised learning in multi-region networks M Ye, J Zhang, Z Guo, HJ Chao 2021 IEEE 29th International Conference on Network Protocols (ICNP), 1-12, 2021 | 18 | 2021 |
| Mitigating routing update overhead for traffic engineering by combining destination-based routing with reinforcement learning M Ye, Y Hu, J Zhang, Z Guo, HJ Chao IEEE Journal on Selected Areas in Communications 40 (9), 2662-2677, 2022 | 13 | 2022 |
| SmartEntry: Mitigating routing update overhead with reinforcement learning for traffic engineering J Zhang, Z Guo, M Ye, HJ Chao Proceedings of the ACM SIGCOMM 2020 Workshop on Network Meets AI & ML (NetAI …, 2020 | 13 | 2020 |
| FlexDATE: Flexible and Disturbance-Aware Traffic Engineering With Reinforcement Learning in Software-Defined Networks M Ye, J Zhang, Z Guo, HJ Chao IEEE/ACM Transactions on Networking 31 (4), 1433-1448, 2022 | 12 | 2022 |
| Reinforcement learning-based traffic engineering for QoS provisioning and load balancing M Ye, Y Hu, J Zhang, Z Guo, HJ Chao 2023 IEEE/ACM 31st International Symposium on Quality of Service (IWQoS), 1-10, 2023 | 6 | 2023 |
| LARRI: Learning-based Adaptive Range Routing for Highly Dynamic Traffic in WANs M Ye, J Zhang, Z Guo, HJ Chao IEEE INFOCOM 2023-IEEE Conference on Computer Communications, 1-10, 2023 | 4 | 2023 |
| Roracle: Enabling Lookahead Routing for Scalable Traffic Engineering with Supervised Learning M Ye, J Zhang, Z Guo, HJ Chao 2023 IEEE 31st International Conference on Network Protocols (ICNP), 1-11, 2023 | 3 | 2023 |
| Prophet: Traffic Engineering-Centric Traffic Matrix Prediction Y Zhang, N Han, T Zhu, J Zhang, M Ye, S Dou, Z Guo IEEE/ACM Transactions on Networking 32 (1), 822-832, 2023 | 1 | 2023 |
| Toward Determined Service for Distributed Machine Learning H Zhu, M Ye, Z Guo 2024 IEEE/ACM 32nd International Symposium on Quality of Service (IWQoS), 1-6, 2024 | | 2024 |
Zehua GuoBeijing Institute of Technology在 umn.edu 的电子邮件经过验证
