| Deep reinforcement learning assisted federated learning algorithm for data management of IIoT P Zhang, C Wang, C Jiang, Z Han IEEE Transactions on Industrial Informatics 17 (12), 8475-8484, 2021 | 244 | 2021 |
| Identification of encrypted traffic through attention mechanism based long short term memory H Yao, C Liu, P Zhang, S Wu, C Jiang, S Yu IEEE transactions on big data 8 (1), 241-252, 2019 | 206 | 2019 |
| A novel reinforcement learning algorithm for virtual network embedding H Yao, X Chen, M Li, P Zhang, L Wang Neurocomputing 284, 1-9, 2018 | 163 | 2018 |
| Virtual network embedding based on computing, network, and storage resource constraints P Zhang, H Yao, Y Liu IEEE Internet of Things Journal 5 (5), 3298-3304, 2017 | 156 | 2017 |
| Capsule network assisted IoT traffic classification mechanism for smart cities H Yao, P Gao, J Wang, P Zhang, C Jiang, Z Han IEEE internet of things journal 6 (5), 7515-7525, 2019 | 155 | 2019 |
| MSML: A novel multilevel semi-supervised machine learning framework for intrusion detection system H Yao, D Fu, P Zhang, M Li, Y Liu IEEE Internet of Things Journal 6 (2), 1949-1959, 2018 | 155 | 2018 |
| Hybrid intrusion detection system for edge-based IIoT relying on machine-learning-aided detection H Yao, P Gao, P Zhang, J Wang, C Jiang, L Lu IEEE Network 33 (5), 75-81, 2019 | 137 | 2019 |
| Automatic text summarization based on sentences clustering and extraction P Zhang, C Li 2009 2nd IEEE international conference on computer science and information …, 2009 | 136 | 2009 |
| Space-air-ground integrated multi-domain network resource orchestration based on virtual network architecture: A DRL method P Zhang, C Wang, N Kumar, L Liu IEEE Transactions on Intelligent Transportation Systems 23 (3), 2798-2808, 2021 | 122 | 2021 |
| NetworkAI: An intelligent network architecture for self-learning control strategies in software defined networks H Yao, T Mai, X Xu, P Zhang, M Li, Y Liu IEEE Internet of Things Journal 5 (6), 4319-4327, 2018 | 109 | 2018 |
| AI-enabled space-air-ground integrated networks: Management and optimization P Zhang, N Chen, S Shen, S Yu, N Kumar, CH Hsu IEEE network 38 (2), 186-192, 2023 | 106 | 2023 |
| CAPSO: Chaos adaptive particle swarm optimization algorithm Y Duan, N Chen, L Chang, Y Ni, SVNS Kumar, P Zhang Ieee Access 10, 29393-29405, 2022 | 97 | 2022 |
| Virtual network embedding based on the degree and clustering coefficient information P Zhang, H Yao, Y Liu IEEE Access 4, 8572-8580, 2017 | 97 | 2017 |
| Security-aware virtual network embedding algorithm based on reinforcement learning P Zhang, C Wang, C Jiang, A Benslimane IEEE Transactions on Network Science and Engineering 8 (2), 1095-1105, 2020 | 91 | 2020 |
| A continuous-decision virtual network embedding scheme relying on reinforcement learning H Yao, S Ma, J Wang, P Zhang, C Jiang, S Guo IEEE Transactions on Network and Service Management 17 (2), 864-875, 2020 | 83 | 2020 |
| Virtual network embedding based on modified genetic algorithm P Zhang, H Yao, M Li, Y Liu Peer-to-Peer Networking and Applications 12 (2), 481-492, 2019 | 82 | 2019 |
| Dynamic virtual network embedding algorithm based on graph convolution neural network and reinforcement learning P Zhang, C Wang, N Kumar, W Zhang, L Liu IEEE Internet of Things Journal 9 (12), 9389-9398, 2021 | 80 | 2021 |
| Ultra-low latency multi-task offloading in mobile edge computing H Zhang, Y Yang, X Huang, C Fang, P Zhang IEEE Access 9, 32569-32581, 2021 | 77 | 2021 |
| Dynamic SFC embedding algorithm assisted by federated learning in space–air–ground-integrated network resource allocation scenario P Zhang, Y Zhang, N Kumar, M Guizani IEEE Internet of Things Journal 10 (11), 9308-9318, 2022 | 75 | 2022 |
| A blockchain-based authentication scheme and secure architecture for IoT-enabled maritime transportation systems P Zhang, Y Wang, GS Aujla, A Jindal, YD Al-Otaibi IEEE Transactions on Intelligent Transportation Systems 24 (2), 2322-2331, 2022 | 75 | 2022 |
Chunxiao Jiang (姜春晓)Associate Professor, School of Information Science and Technology, Tsinghua UniversityVerified email at tsinghua.edu.cn
