Publications

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Author Title Type [ Year(Asc)]
2022
N. Cheng et al., “6G Service-Oriented Space-Air-Ground Integrated Network: A Survey”, Chinese Journal of Aeronautics, vol. 35, no. 9, pp. 1-18, 2022.
W. Wu et al., “AI-Native Network Slicing for 6G Networks”, IEEE Wireless Communications, vol. 29, no. 1, pp. 96-103, 2022.
X. Shen, Gao, J. , Wu, W. , Li, M. , Zhou, C. , and Zhuang, W. , “Holistic Network Virtualization and Pervasive Network Intelligence for 6G”, IEEE Communications Surveys and Tutorials, vol. 24, no. 1, pp. 1 - 30, 2022.
F. Lyu et al., “Service-Oriented Dynamic Resource Slicing and Optimization for Space-Air-Ground Integrated Vehicular Networks”, IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 7, pp. 7469-7483, 2022.
2021
M. He, Zhou, C. , Wu, H. , and Shen, X. , “Learning-Based Cache Placement and Content Delivery for Satellite-Terrestrial Integrated Networks”, in IEEE Global Communications Conference (Globecom), 2021.
M. Li, Gao, J. , Zhou, C. , Shen, X. , and Zhuang, W. , “Slicing-Based AI Service Provisioning on Network Edge”, IEEE Vehicular Technology Magazine, vol. 16, no. 4, pp. 16-26, 2021.
H. Wu, Chen, J. , Zhou, C. , Li, J. , and Shen, X. , “Learning-Based Joint Resource Slicing and Scheduling in Space-Terrestrial Integrated Vehicular Networks”, IEEE Journal of Communications and Information Networks, vol. 6, no. 3, pp. 208-223, 2021.
H. Wu et al., “Load- and Mobility-Aware Cooperative Content Delivery in SAG Integrated Vehicular Networks”, in IEEE International Conference on Communications (ICC), 2021.
W. Shi, Li, J. , Wu, H. , Zhou, C. , Cheng, N. , and Shen, X. , “Drone-Cell Trajectory Planning and Resource Allocation for Highly Mobile Networks: A Hierarchical DRL Approach”, IEEE Internet of Things Journal, vol. 8, no. 12, pp. 9800-9813, 2021.
W. Wu, Yang, P. , Zhang, W. , Zhou, C. , and Shen, X. , “Accuracy-Guaranteed Collaborative DNN Inference in Industrial IoT via Deep Reinforcement Learning”, IEEE Transactions on Industrial Informatics, vol. 17, no. 7, pp. 4988-4998, 2021.
W. Wu et al., “Dynamic RAN Slicing for Service-Oriented Vehicular Networks via Constrained Learning”, IEEE Journal on Selected Areas in Communications, vol. 39, no. 7, pp. 2076-2089, 2021.
C. Zhou, Wu, H. , He, M. , Wu, W. , Cheng, N. , and Shen, X. , “Adaptive Access Mode Selection in Space-Ground Integrated Vehicular Networks”, in IEEE Global Communications Conference (Globecom), 2021.
C. Zhou et al., “Deep Reinforcement Learning for Delay-Oriented IoT Task Scheduling in SAGIN”, IEEE Transactions on Wireless Communications , vol. 20, no. 2, pp. 911 - 925, 2021.
2020
F. Lyu et al., “Dynamic Spectrum Slicing and Optimization in SAG Integrated Vehicular Networks”, in IEEE Vehicular Technology Conference (VTC-Fall), 2020.
W. Wang, Zhou, C. , He, H. , Wu, W. , Zhuang, W. , and Shen, X. , “Cellular Traffic Load Prediction with LSTM and Gaussian Process Regression”, in IEEE International Conference on Communications (ICC), 2020.
X. Shen et al., “Space-Air-Ground Integrated Networks: Review and Prospect”, Chinese Journal on Internet of Things, vol. 4, no. 3, pp. 3-10, 2020.
H. Wu, Lyu, F. , Zhou, C. , Chen, J. , Wang, L. , and Shen, X. (Sherman), “Resource Management in Space-Air-Ground Integrated Vehicular Networks: SDN Control and AI Algorithm Design”, IEEE Wireless Communications, vol. 27, no. 6, pp. 52-60, 2020.
H. Wu, Chen, J. , Zhou, C. , Shi, W. , Wang, L. , and Shen, X. , “Optimal UAV Caching and Trajectory in Aerial-Assisted Vehicular Networks: A Learning-Based Approach”, IEEE Journal on Selected Areas in Communications, vol. 38, no. 12, pp. 2783-2797, 2020.
2019
N. Cheng et al., “Space/Aerial-Assisted Computing Offloading for IoT applications: A Learning-Based Approach”, IEEE Journal on Selected Areas in Communications, vol. 37, no. 5, pp. 1117-1129, 2019.
C. Zhou et al., “Deep RL-Based Trajectory Planning for AoI Minimization in UAV-Assisted IoT”, in IEEE International Conference on Wireless Communications and Signal (WCSP), 2019.

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