| 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 | 222 | 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 | 54 | 2019 |
| 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 | 37 | 2022 |
| 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 | 34 | 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 | 31 | 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 | 30 | 2021 |
| 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 | 26 | 2022 |
| 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 | 16 | 2023 |
| 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 | 16 | 2020 |
| 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 | 10 | 2023 |
| 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 | 9 | 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 | 8 | 2023 |
| Path-Based Graph Neural Network for Robust and Resilient Routing in Distributed Traffic Engineering M Ye, J Zhang, Z Guo, HJ Chao IEEE Journal on Selected Areas in Communications, 2025 | 6 | 2025 |
| DINA: Toward Determined In-Network Aggregation for Distributed Machine Learning H Zhu, Z Guo, M Ye IEEE Transactions on Networking, 2025 | 4 | 2025 |
| Dynamic Path Switching for Traffic Engineering in SD-WAN with eBPF M Ye, B Han, X Fang, X Zou, X Bao, X Xie, S Xiao, Y Lin, HJ Chao 2025 IEEE 26th International Conference on High Performance Switching and …, 2025 | 1 | 2025 |
| 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 | 1 | 2024 |
| Learning-Based Adaptive Range Routing for Traffic Engineering With Graph Neural Networks M Ye, J Zhang, Z Guo, HJ Chao IEEE Transactions on Networking 34, 767-782, 2025 | | 2025 |
| Critical Flow Range Routing for Wide Area Networks C Wu, X Fu, M Ye, Z Guo Proceedings of the 9th Asia-Pacific Workshop on Networking, 273-274, 2025 | | 2025 |
| Machine learning for sensory data analytics Z Guo, M Ye, J Tan Empowering IoT with Big Data Analytics, 45-73, 2025 | | 2025 |
| Leveraging Machine Learning for Intelligent Traffic Engineering Design in Wide-Area Networks M Ye New York University Tandon School of Engineering, 2024 | | 2024 |
Zehua GuoBeijing Institute of TechnologyVerified email at umn.edu
