Publications

Hao Yang, Nan Cheng, Ruijin Sun, Wei Quan, Rong Chai, Khalid Aldubaikhy, Abdullah Alqasir, Xuemin Shen (2024). Knowledge-Driven Resource Allocation for Wireless Networks: A WMMSE Unrolled Graph Neural Network Approach. arXiv.

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Wei Wang, Nan Cheng, Mushu Li, Tingting Yang, Conghao Zhou, Changle Li, Fangjiong Chen (2024). Value Matters: A Novel Value of Information-Based Resource Scheduling Method for CAVs. IEEE Transactions on Vehicular Technology.

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Jingchao He, Nan Cheng, Zhisheng Yin, Haibo Zhou, Conghao Zhou, Khalid Aldubaikhy, Abdullah Alqasir, Xuemin Sherman Shen (2024). Load-Aware Network Resource Orchestration in LEO Satellite Network: A GAT-Based Approach. IEEE Internet of Things Journal.

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Longfei Ma, Nan Cheng, Conghao Zhou, Xiucheng Wang, Ning Lu, Ning Zhang, Khalid Aldubaikhy, Abdullah Alqasir (2023). Dynamic Neural Network-Based Resource Management for Mobile Edge Computing in 6G Networks. IEEE Transactions on Cognitive Communications and Networking.

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Yujie Zhang, Nan Cheng, Yanpeng Dai, Zhisheng Yin, Wei Quan, Yi Zhou, Ning Zhang (2023). Resource Scheduling for eMBB and URLLC Multiplexing in NOMA-Based VANETs: A Dual Time-Scale Approach. IEEE Transactions on Vehicular Technology.

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Zhisheng Yin, Nan Cheng, Yunchao Song, Yilong Hui, Yunhan Li, Tom H. Luan, Shui Yu (2023). UAV-assisted Secure Uplink Communications in Satellite-supported IoT: Secrecy Fairness Approach. IEEE Internet of Things Journal.

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Zhisheng Yin, Nan Cheng, Tom H. Luan, Yunchao Song, Wei Wang (2023). DT-Assisted Multi-point Symbiotic Security in Space-air-ground Integrated Networks. IEEE Transactions on Information Forensics and Security.

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Yunhao Quan, Nan Cheng, Xiucheng Wang, Jinglong Shen, Longfei Ma, Zhisheng Yin (2023). Interpretable and Secure Trajectory Optimization for UAV-Assisted Communication. 2023 IEEE/CIC International Conference on Communications in China (ICCC).

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Tianbao Gao, Chen Liu, Yunchao Song, Zhisheng Yin, Huibin Liang, Nan Cheng (2023). Spectral Efficient TSB Scheme With User Scheduling for FDD Massive MIMO Systems. IEEE Internet of Things Journal.

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Jinglong Shen, Nan Cheng, Xiucheng Wang, Feng Lyu, Wenchao Xu, Zhi Liu, Khalid Aldubaikhy, Xuemin Shen (2023). RingSFL: An Adaptive Split Federated Learning Towards Taming Client Heterogeneity. IEEE Transactions on Mobile Computing.

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Jinglong Shen, Xiucheng Wang, Nan Cheng, Longfei Ma, Conghao Zhou, Yuan Zhang (2023). Effectively Heterogeneous Federated Learning: A Pairing and Split Learning Based Approach. arXiv.

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Zhaowei Wang, Zhisheng Yin, Xiucheng Wang, Nan Cheng, Yuan Zhang, Tom H. Luan (2023). Label-free Deep Learning Driven Secure Access Selection in Space-Air-Ground Integrated Networks. IEEE Global Communications Conference.

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Longfei Ma, Nan Cheng, Xiucheng Wang, Zhisheng Yin, Haibo Zhou, Wei Quan (2023). Distilling Knowledge from Resource Management Algorithms to Neural Networks: A Unified Training Assistance Approach. arXiv.

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Ruijin Sun, Xiao Yang, Nan Cheng, Xiucheng Wang, Changle Li (2023). Knowledge-Driven Multi-Agent Reinforcement Learning for Computation Offloading in Cybertwin-Enabled Internet of Vehicles. arXiv.

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Jingchao He, Nan Cheng, Zhisheng Yin, Conghao Zhou, Haibo Zhou, Wei Quan, Xiao-Hui Lin (2023). Service-Oriented Network Resource Orchestration in Space-Air-Ground Integrated Network. IEEE Transactions on Vehicular Technology.

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Hao Yang, Nan Cheng, Ruijin Sun, Wei Quan, Rong Chai, Khalid Aldubaikhy, Abdullah Alqasir, Xuemin Shen (2023). Knowledge-Driven Resource Allocation for D2D Networks: A WMMSE Unrolled Graph Neural Network Approach. arXiv.

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Xiucheng Wang, Nan Cheng, Longfei Ma, Ruijing Sun, Rong Chai, Ning Lu (2023). Digital twin-assisted knowledge distillation framework for heterogeneous federated learning. China Communications.

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Nan Cheng, Shen Wu, Xiucheng Wang, Zhisheng Yin, Changle Li, Wen Chen, Fangjong Chen (2023). AI for UAV-Assisted IoT Applications A Comprehensive Review. IEEE Internet of Things Journal.

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Lei Huang, Ruijin Sun, Nan Cheng, Yilong Hui, Dandan Liang (2023). Delay-Oriented Knowledge-Driven Resource Allocation in SAGIN-Based Vehicular Networks. 2023 IEEE Wireless Communications and Networking Conference (WCNC).

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Yin Zhisheng, Cheng Nan, Hui Yilong, Wang Wei, Zhao Lian, Aldubaikhy, Khalid, Alqasir Abdullah (2023). Multi-domain Resource Multiplexing Based Secure Transmission for Satellite-Assisted IoT: AO-SCA Approach. IEEE Transactions on Wireless Communications.

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Longxin Wang, Tripathi Saugat, Nan Cheng, Zhisheng Yin, Miao Wang (2023). Optimal Charging Profile Design for Solar-Powered Sustainable UAV Communication Networks. IEEE International Conference on Communications.

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Ziyou Ren, Nan Cheng, Ruijin Sun, Xiucheng Wang, Ning Lu, Wenchao Xu (2023). SigT An Efficient End-to-End MIMO-OFDM Receiver Framework Based on Transformer. 2022 5th International Conference on Communications, Signal Processing, and their Applications.

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Shen Wu, Nan Cheng, Zhisheng Yin, Jingchao He, Haibo Zhou (2023). Cost-effective Vehicular Data Offloading in ISTNs: A Reinforcement Learning Approach. IEEE Global Communications Conference.

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Ruijin Sun, Yujie Zhang, Nan Cheng, Rong Chai, Tingting Yang, Meng Qin (2022). AoI-Oriented Content Caching and Updating in Maritime Internet of Things. 2022 IEEE Global Communications Conference.

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Dayue Zhang, Nan Cheng, Ruijin Sun, Feng Lyu, Yilong Hui, Changle Li (2022). Joint Radio Resource Allocation and Control for Resource-Constrained Vehicle Platooning. IEEE Global Communications Conference.

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Ruijin Sun, Nan Cheng, Ran Zhang, Ying Wang, Changle Li (2022). Sum-Rate Maximization in IRS-Assisted Wireless-Powered Multiuser MIMO Networks With Practical Phase Shift. IEEE Internet of Things Journal.

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Xiucheng Wang, Fu, Lianhao, Nan Cheng, Sun, Ruijin, Luan, Tom, Quan, Wei, Aldubaikhy, Khalid (2022). Joint Flying Relay Location and Routing Optimization for 6G UAV-IoT Networks: A Graph Neural Network-Based Approach. Remote Sens..

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Xiucheng Wang, Longfei Ma, Haocheng Li, Zhisheng Yin, Tom. Luan, Nan Cheng (2022). Digital Twin-Assisted Efficient Reinforcement Learning for Edge Task Scheduling. 2022 IEEE 95th Vehicular Technology Conference: (VTC2022-Spring).

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Qiu Zhang, Nan Cheng, Ruijin Sun, Dayue Zhang (2022). AoI-Oriented Context-Aware Priority Design and Vehicle Scheduling Strategy in Vehicular Networks. IEEE International Conference on Communications in China Workshops.

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Longfei Ma, Nan Cheng, Xiucheng Wang, Ruijin Sun, Ning Lu (2022). On-Demand Resource Management for 6G Wireless Networks Using Knowledge-Assisted Dynamic Neural Networks. ICC 2022 - IEEE International Conference on Communications.

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Zhisheng Yin, Tom H.Luan, Nan Cheng, Yilong Hui, Wei Wang (2022). Cybertwin-enabled 6G Space-air-ground Integrated Networks: Architecture, Open Issue, and Challenges. arXiv.

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Jinglong Shen, Nan Cheng, Zhisheng Yin, Wenchao Xu (2021). Joint Resource Allocation and User Scheduling Scheme for Federated Learning. 2021 IEEE 94th Vehicular Technology Conference (VTC2021-Fall).

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Zhisheng Yin, Nan Cheng, Tom H. Luan, Ping Wang (2021). Physical Layer Security in Cybertwin-Enabled Integrated Satellite-Terrestrial Vehicle Networks. IEEE Transactions on Vehicular Technology.

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Zhisheng Yin, Min Jia, Nan Cheng, Wei Wang, Feng Lyu, Qing Guo, Xuemin Shen (2021). UAV-Assisted Physical Layer Security in Multi-Beam Satellite-Enabled Vehicle Communications. IEEE Transactions on Intelligent Transportation Systems.

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Nan Cheng, Jingchao He, Zhisheng Yin, Conghao Zhou, Huaqing Wu, Feng Lyu, Haibo Zhou, Xuemin Shen (2021). 6G service-oriented space-air-ground integrated network: A survey. Chinese Journal of Aeronautics.

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沈学民, 承楠, 周海波, 吕丰, 权伟, 时伟森, 吴华清, 周淙浩 (2020). 空天地一体化网络技术：探索与展望. 物联网学报.

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Ruijin Sun, Ying Wang, Ling Lyu, Nan Cheng, Shan Zhang, Tingting Yang, Xuemin Shen (2020). Delay-Oriented Caching Strategies in D2D Mobile Networks. IEEE Transactions on Vehicular Technology.

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Nan Cheng, Wei Quan, Weisen Shi, Huaqing Wu, Qiang Ye, Haibo Zhou, Weihua Zhuang, Xuemin Shen, Bo Bai (2020). A Comprehensive Simulation Platform for Space-Air-Ground Integrated Network. IEEE Wireless Communications.

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Nan Cheng, Feng Lyu, Wei Quan, Conghao Zhou, Hongli He, Weisen Shi, Xuemin Shen (2019). Space/Aerial-Assisted Computing Offloading for IoT Applications: A Learning-Based Approach. IEEE Journal on Selected Areas in Communications.

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