Publications

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Author Title Type [ Year(Desc)]
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.
C. Zhou et al., “Delay-Aware IoT Task Scheduling in Space-Air-Ground Integrated Network”, in IEEE Global Communications Conference (Globecom), 2019, no. 2.
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.
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.
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.

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