代表论文及专著 (Representative Publications)

● Jingyu Wang, Xuming Fang, Xianbin Wang, Li Yan, Junjie Wu, Baolin Yin, Enhancing A2G Robustness in Energy-Constrained Multi-UAV Networks: MADRL for Trajectory Control and Resource Allocation, IEEE Transactions on Wireless Communications (TWC), under revision, 2025.10

● Xuezhen Yan, Xuming Fang, Xianbin Wang, Baolin Yin, Reliable Satellite-Terrestrial Integrated Multi-beam mmWave Communications for Flying Car Networks: Optimized Resource Allocation, Computing Offloading and Trajectory Control, IEEE Transactions on Intelligent Transportation Systems (TITS), under revision, 2025.9

● Baolin Yin, Xuming Fang, Xianbin Wang, Li Yan, Junjie Wu, Jingyu Wang, Trajectory Design and Beamforming in UAV-Assisted Wireless Networks: A Fine-Tuned M2LLM-Driven DRL-Based Framework, IEEE Transactions on Wireless Communications (TWC), early access, 2025.9 [ pdf ]

● Junjie Wu, Xuming Fang, Xianbin Wang, Service-Differentiated Joint Communication and Computing Resource Allocation for Wi-Fi Network based on Federated Learning and MADRL, IEEE Internet of Things Journal (IoTJ), 2025, 12(17): 36302-36317 [ pdf ]

● Yanping Liu, Kunkun Zhang, Xuming Fang, et al., Joint Deployment, User Association and Power Allocation for Data Collection in UAV-assisted Wireless Sensor Networks, IEEE Transactions on Wireless Communications (TWC), under revision, 2025.3

● Junjie Wu, Xuming Fang, Dusit Niyato, Jiacheng Wang, Jingyu Wang, DRL Optimization Trajectory Generation via Wireless Network Intent-Guided Diffusion Models for Resource Allocation, IEEE Internet of Things Journal (IoTJ), 2025, 12(19): 40115-40129 [ pdf ]

● Baolin Yin, Xuming Fang, Xianbin Wang, Robust Group Target Awareness Inference in Multi-UAV-Enabled ISCC Networks Based on Split Deep Reinforcement Learning, IEEE Transactions on Wireless Communications (TWC), early access, 2025.5 [ pdf ]

● Li Ma, Li Yan, Xuming Fang, et al, A RIS-assisted MIMO Transmission Scheme for High-speed Railway Wireless Networks，IEEE Wireless Communications Letters (LWC), 2025, 14(8): 2441-2445 [ pdf ]

● Yu Wu, Xuming Fang, Geyong Min, Hongyang Chen, Chunbo Luo, Intelligent Offloading Balance for Vehicular Edge Computing and Networks, IEEE Transactions on Intelligent Transportation Systems (TITS), 2025, 26(5): 5792 - 5803 [ pdf ]

● Tao Du, Xuming Fang, Li Yan, Energy Efficient Beamforming Optimization for Integrated On-demand Sensing and Communication in High-speed Railway Mobile Networks, IEEE Transactions on Intelligent Transportation Systems (TITS), 2025, 26(3): 3771-3783 [ pdf ]

● 方旭明，黄高勇，闫莉，虞凯，青岚昊，教育部战略性新兴领域“十四五”高等教育教材体系建设——先进轨道交通系列教材《现代轨道交通移动通信网络》，西南交通大学出版社，2025.7

● Cailian Deng, Xuming Fang, Xianbin Wang, Integrated Sensing, Communication, and Computation with Adaptive DNN Splitting in Multi-UAV Networks, IEEE Transactions on Wireless Communications (TWC), 2024, 23(11):17429-17445 [ pdf ]

● Baolin Yin, Xuming Fang, Xianbin Wang, Joint Optimization of Trajectory Control, Resource Allocation and User Association Based on DRL for Multi-Fixed-Wing UAV Networks, IEEE Transactions on Wireless Communications (TWC), 2024, 23(10):13330-13343 [ pdf ]

● Junjie Wu, Xuming Fang, Geyong Min, Deep Reinforcement Learning based Multi-link Frame Aggregation Length Optimization in Next Generation Wi-Fi Networks, IEEE Transactions on Wireless Communications (TWC), 2024, 23(10):14482-14497 [ pdf ]

● Yanping Liu, Xuming Fang, Ming Xiao, et al., Latency Optimization for Multi-UAV-Assisted Computation Offloading in Air-Ground Integrated Millimeter-Wave Networks, IEEE Transactions on Wireless Communications (TWC), 2024, 23(10):13359-13376 [ pdf ]

● Xuezhen Yan, Xuming Fang, Cailian Deng, Xianbin Wang, Joint Optimization of Resource Allocation and Trajectory Control for Mobile Group Users in Fixed-wing UAV-Enabled Wireless Network, IEEE Transactions on Wireless Communications (TWC), 2024, 23(2): 1608-1621  [ pdf ] 

● Xingyang Du, Xuming Fang, An Integrated Communication and Computing Scheme for Wi-Fi Networks based on Generative AI and Reinforcement Learning, IEEE Globecom 2024, Dec. 8-12, 2024, Cape Town, South Africa [ pdf ]

● Kaijun Cheng, Xuming Fang, Xianbin Wang, Energy Efficient Edge Computing and Data Compression Collaboration Scheme for UAV-assisted Network, IEEE Transactions on Vehicular Technology (TVT), 2023, 72(12):16395-16408  [ pdf ]

● Yanping Liu, Xuming Fang, Ming Xiao, Yaping Cui, Qing Xue, Coordinated Multi-Beam Transmissions for Reliable Millimeter-Wave Communications with Independent and Correlated Blockages, IEEE Wireless Communications Letters (LWC), 2023, 12(9): 1523-1527 [ pdf ]

● Cailian Deng, Xuming Fang, Xianbin Wang, Beamforming Design and Trajectory Optimization for UAV-Empowered Adaptive Integrated Sensing and Communication, IEEE Transactions on Wireless Communications (TWC), 2023, 22(11): 8512-8526 [ pdf ]

● Cailian Deng, Xuming Fang, Xianbin Wang, UAV-enabled Mobile Edge Computing for AI Applications: Joint Model Decision, Resource Allocation and Trajectory Optimization, IEEE Internet of Things Journal (IoTJ), 2023, 10(7): 5662-5675 [ pdf ]

● Huanrong Zhang, Rong He, Xuming Fang, Lihong Zhou, DDPG-based Multi-AP Cooperative Access Control in Dense Wi-Fi Networks, IEEE VTC-Fall 2023, Oct.10-13, 2023, Hong Kong, China. (Best Student Paper Award)  [ pdf ]

● Li Yan, Xuming Fang, Yuguang Fang, Yi Li, Qing Xue, Two-stage Traffic Load Prediction Based Resource Reservation for Sliced HSR Wireless Networks, IEEE Wireless Communications Letters (LWC), 2022, 11(10): 2145-2149 [ pdf ]

● Li Yan, Xuming Fang, Yuguang Fang, Li Hao, Qing Xue, Chenren Xu, KF-LSTM Based Beam Tracking for UAV-assisted mmWave HSR Wireless Networks, IEEE Transactions on Vehicular Technology (TVT), 2022, 71(10): 10796-10807 [ pdf ]

● Cailian Deng, Xuming Fang, Xianbin Wang, Kevin Law, Software Orchestrated and Hardware Accelerated for Artificial Intelligence: Towards Low Latency Edge Computing, IEEE Wireless Communications (MWC), 2022, 29(4): 110-117 [ pdf ]

●  Yu Wu, Xuming Fang, Chunbo Luo, Geyong Min, Intelligent Content Pre-caching Scheme for Platoon-based Edge Vehicular Networks, IEEE Internet of Things Journal (IoTJ), 2022, 9(20): 20503-20518 [ pdf ]

● Honghao Ju, Yan Long, Xuming Fang, Yuguang Fang, Rong He, Adaptive Scheduling for Joint Communication and Radar Detection: Tradeoff Among Throughput, Delay, and Detection Performance, IEEE Transactions on Vehicular Technology (TVT), 2022, 71(1): 670-680 [ pdf ]

● Jialiang Pan, Rong He, Yang Lin, Xuming Fang, Optimal RUs Allocation Mechanism Based on User Priority for Wi-Fi 7 Network, IEEE Globecom 2022, Dec.4-8, 2022, Rio de Janeiro-RJ, Brazil and virtual.[ pdf ]

● Pei Zhou, Xuming Fang, Xianbin Wang, Joint Radio Resource Allocation for Decoupled Control and Data Planes in Densely Deployed Coordinated WLANs, IEEE Transactions on Wireless Communications (TWC), 2021, 20(6): 3749-3759 [ pdf ]

●  Yanping Liu, Xuming Fang, Ming Xiao, Joint Transmission Reception Point Selection and Resource Allocation for Energy-Efficient Millimeter-Wave Communications, IEEE Transactions on Vehicular Technology (TVT), 2021, 70(1):412-428 [ pdf ]

●  Honghao Ju, Yan Long, Xuming Fang, Rong He, Libin Jiao, Systematic Beam Management in mmWave Networks: Tradeoff Among Beam Coverage, Link Budget, and Interference Control, IEEE Transactions on Vehicular Technology (TVT), 2020, 69(12): 15325-15334 [ pdf ]

●  Cailian Deng, Xuming Fang, Xiao Han, Xianbin Wang, Li Yan, Rong He, Yan Long, Yuchen  Guo, IEEE 802.11be – Wi-Fi 7: New Challenges and Opportunities, IEEE Communications Surveys and Tutorials (COMST), 2020, 22(4): 2136-2166 [ pdf ] (IEEE Ranking 1st)

●  Li Yan, Xuming Fang, Li Hao, Yuguang Fang, Safety-Oriented Resource Allocation in Space-Ground Integrated Cloud Networks of High-Speed Railways, IEEE Journal on Selected Areas in Communications (JSAC), Special Issus on 5G Wireless Communications with High Mobility, 2020, 38(12): 2747-2759  [ pdf ] 

●  Lan Zhang, Li Yan, Bin Lin, Yuguang Fang, Xuming Fang, Augmenting Transmission Environments for Better Communications: Tunable Reflector Assisted MmWave WLANs, IEEE Transactions on Vehicular Technology (TVT), 2020, 69(7): 7416-7428 [ pdf ]

●  Xiangle Cheng, Yulei Wu, Geyong Min, Albert Zomaya, Xuming Fang, Safeguard Network Slicing in 5G: A Learning Augmented Optimization Approach, IEEE Journal on Selected Areas in Communications (JSAC), Special Issue on Network Softwarization & Enablers, 2020, 38(7): 1600-1613 [ pdf ]

●  Li Yan,  Xuming Fang, Xianbin Wang, Bo Ai, AI-Enabled Sub-6GHz and mm-Wave Hybrid Communications: Considerations for Use with Future HSR Wireless Systems, IEEE Vehicular Technology Magazine (MVT), 2020, 15(3): 59-67 [ pdf ]

●  Li Yan, Xuming Fang, Li Hao, Yuguang Fang, A Fast Beam Alignment Scheme for Dual-band HSR Wireless Networks, IEEE Transactions on Vehicular Technology (TVT), 2020, 69(4): 3968-3979  [ pdf ]

●  Kaijun Cheng, Xuming Fang, Xianbin Wang, Cloud based mmWave WLANs: Architectural Paradigms, Proposals and Perspectives, IEEE Wireless Communications (MWC), 2020, 27(1): 170-177 [ pdf ]

●  Lan Zhang, Li Yan, Yuguang Fang, Xuming Fang, Xiaoxia Huang, A  Machine Learning Based Defensive Alerting System Against Reckless Driving in Vehicular Networks, IEEE Transactions  on Vehicular Technology (TVT), 2019, 68(12): 12227-12238 [ pdf ]

●  Pei Zhou, Xuming Fang, Xianbin Wang, Li Yan, Multi-Beam Transmission and Dual-Band Cooperation for Control/Data Plane Decoupled WLANs, IEEE Transactions on Vehicular Technology (TVT), 2019, 68(10): 9806-9819 [ pdf ]

●  Li Yan, Haichuan Ding, Lan Zhang, Jianqing Liu, Xuming Fang, Yuguang Fang, Ming Xiao, Xiaoxia Huang, Machine Learning Based Handovers for Sub-6 GHz and mmWave Integrated Vehicular Networks, IEEE Transactions on Wireless Communications (TWC), 2019, 18(10): 4873-4885 [ pdf ]

●  Yu Wu, Li Yan, Xuming Fang, A Low Latency Content Dissemination Scheme for mmWave Vehicular Networks, IEEE Internet of Things Journal (IoTJ), 2019, 6(5): 7921-7933 [ pdf ]

●  Yu Wu, Xuming Fang, Xianbin Wang, Mobility Management Through Scalable C/U Plane Decoupling in IoV Networks, IEEE Communications Magazine (MCOM), 2019, 57(2): 122-129 [ pdf ]

●  Pei Zhou, Xuming Fang, Yuguang Fang, Rong He, Yan Long, Gaoyong Huang, Beam Management and Self-healing for mmWave UAV Mesh Networks, IEEE Transactions on Vehicular Technology (TVT), 2019,  68(2): 1718-1732 [ pdf ]

●  Pei Zhou, Xuming Fang, Xianbin Wang, Yan Long, Rong He, Xiao Han, Deep Learning Based Beam Management and Interference Coordination in Dense mmWave Networks, IEEE Transactions on Vehicular Technology (TVT), 2019, 68(1): 592-603 [ pdf ]

●  Qing Xue, Xuming Fang, Ming Xiao, Shahid Mumtaz, Jonathan Rodriguez, Beam Management for Millimeter Wave Beamspace MU-MIMO Systems, IEEE Transactions on Communications (TCOMM), 2019, 67(1): 205-217 [ pdf ]

●  Pei Zhou, Qing Xue, Xuming Fang, Millimeter Wave Security in Encyclopedia of Wireless Networks  (无线网络大百科全书“毫米波安全”词条),  Springer,  May, 2018  [ online ]

●  Pei Zhou, Kaijun Cheng, Xiao Han, Xuming Fang, Yuguang  Fang, Rong He, Yan Long, Yanping Liu, IEEE 802.11ay based mmWave WLANs: Design Challenges and Solutions, IEEE Communications Surveys and Tutorials (COMST), 2018, 20(3): 1654-1681 [ pdf ] (IEEE Ranking 1st)

●  Li Yan, Xuming Fang, Yuguang Fang, Stable Beamforming with Low Overhead for C/U-plane Decoupled Railway Wireless Networks, IEEE Transactions on Vehicular Technology (TVT), 2018, 67(7): 6075-6086 [ pdf ]

●  Yanping Liu, Xuming Fang, Ming Xiao, Shahid Mumtaz, Decentralized Beam Pair Selection in Multi-Beam Millimeter-Wave Networks, IEEE Transactions on Communications (TCOMM), 2018, 66(6): 2722-2737 [ pdf ]

●  Yaping Cui, Xuming Fang, Yuguang Fang, Ming Xiao, Optimal Non-Uniform Steady mmWave Beamforming for High Speed Railway, IEEE Transactions on Vehicular Technology (TVT), 2018, 67(5): 4350-4358 [ pdf ]

●  Yanping Liu, Xuming Fang, Ming Xiao, Discrete Power Control and Transmission Duration Allocation for Dense mmWave Cellular Networks, IEEE Transactions on Communications (TCOMM), 2018, 66(1): 432-447 [ pdf ] 

●  Pei Zhou, Xuming Fang, Yuguang Fang, Yan Long, Rong He, Xiao Han, Enhanced Random Access and Beam Training for mmWave Wireless Local Networks with High User Density, IEEE Transactions on Wireless Communications (TWC), 2017, 16(12): 7760-7773 [ pdf ]

●  Li Yan, Xuming Fang, Yuguang Fang, A Novel Network Architecture for C/U-plane Staggered Handover in 5G Decoupled Heterogeneous Railway Wireless Systems, IEEE Transactions on Intelligent Transportation Systems (TITS), 2017, 18(12): 3350-3362 [ pdf ]

●  Hao Song, Xuming Fang, Li Yan, Yuguang Fang, Control/User Plane Decoupled Architecture Utilizing Unlicensed Bands in LTE Systems, IEEE Wireless Communications (MWC), 2017, 24(5): 132-142 [ pdf ]

●  Qing Xue, Xuming Fang, Ming Xiao, Li Yan, Multiuser Millimeter Wave Communications with Nonorthogonal Beams, IEEE Transactions on Vehicular Technology (TVT), Special Section on THz Communication for Vehicular Networks, 2017, 66(7):  5675-5688 [ pdf ]

●  Qing Xue, Xuming Fang, Cheng-xiang Wang, Beamspace SU-MIMO for Future Millimeter Wave Wireless Communications, IEEE Journal on Selected Areas in Communications (JSAC), Special Issus on Millimeter Wave Communications for Future Mobile Networks, 2017, 35(7): 1564-1575  [ pdf ]

●  Li Yan, Xuming Fang, Yuguang Fang, Xiangle Cheng, Dual-Scheduler Design for C/U-plane Decoupled Railway Wireless Networks, IEEE Transactions on Mobile Computing (TMC), 2017, 16(7): 1842-1855  [ pdf ]

●  Hao Song, Xuming Fang, Cheng-xiang Wang, Cost-Reliability Tradeoff in Licensed and Unlicensed Spectra Interoperable Networks with Guaranteed User Data Rate  Requirements, IEEE Journal on Selected Areas in Communications (JSAC), Special Issue on Spectrum Sharing and Aggregation for Future Wireless Networks, 2017, 35(1): 200-214 [ pdf ]

●  Yaping  Cui, Xuming Fang, Li Yan, Hybrid Spatial Modulation Beamforming for mmWave Railway Communication Systems, IEEE Transactions on Vehicular  Technology (TVT),  2016, 65(12): 9597-9606 [ pdf ]

●  Hao  Song, Xuming Fang, Yuguang Fang, mmWave Network Architectures for Future High-speed Railway Communications: Challenges and Solutions,  IEEE Wireless Communications (MWC), 2016, 23(6): 114-122 [ pdf ]

●  Yaping  Cui, Xuming Fang, Performance Analysis of  Massive-MIMO Based Spatial Modulation for High-speed Rail Scenario,  IEEE Transactions on Vehicular  Technology (TVT),  2016, 65(11): 8925-8932 [ pdf ]

●  Hao  Song, Xuming Fang, Yuguang Fang, Unlicensed  Spectra-Fusion and Interference Coordination for LTE Systems,  IEEE Transactions on Mobile Computing (TMC),  2016, 15(12): 3171-3184 [ pdf ]

●  Li Yan, Xuming Fang, Cheng-Xiang Wang, Position Based Limited Feedback Scheme for Railway MU-MIMO Systems, IEEE  Transactions on Vehicular  Technology (TVT),  2016, 65(10): 8361-8370 [ pdf ]

●  Li  Yan, Xuming Fang, Geyong Min, Yuguang Fang, A low-latency collaborative HARQ  scheme for railway C/U-plane decoupled wireless networks, IEEE  Transactions on Intelligent Transportation Systems (TITS), 2016, 17(8): 2282-2295 [ pdf ]

●  Li  Yan, Xuming Fang, Yuguang Fang, Control and Data Signaling Decoupled  Architecture for Railway Wireless Networks, IEEE Wireless  Communications (MWC), 2015, 22(1): 103-111 [ pdf ]

●  Hao  Song, Xuming Fang, Li Yan, Handover Scheme for 5G C/U Plane Split  Heterogeneous Network in High-Speed Railway, IEEE Transactions on Vehicular Technology (TVT), 2014, 63(9):  4633- 4646 [ pdf ]

●  Yu  Chen, Xuming Fang, Bo Huang, Joint Energy-Efficient Optimization of Relay  Selection and Resource Allocation in Non-regenerative Relay OFDMA Systems,  IEEE Transactions on Vehicular  Technology (TVT), 2014, 63(8): 3689-3699 [ pdf ]

●  Yue  Zhao, Xuming Fang, Rongsheng  Huang, Yuguang Fang. Joint  Interference Coordination and Load Balancing for Multi-hop Cellular  Networks, IEEE  Transactions on Mobile Computing (TMC),  2014, 13(1): 89-101 [ pdf ]

●  Wantuan  Luo, Xuming Fang, Meng Cheng, Yajun Zhao, Efficient  Onboard Multiple Group Multiple Antenna (MGMA) Scheme for High Speed Railway  Viaduct,  IEEE Transactions on Vehicular  Technology (TVT),  2013, 62(6):  2558 - 2569 [ pdf ]

●  Qiang  Shen, Xuming Fang, Yuguang Fang, Admission Control Based on Available  Bandwidth Estimation for Wireless Mesh Networks, IEEE  Transactions on Vehicular Technology (TVT),  2009, 58(5): 2519-2528 [ pdf ]

●  方旭明 等著，《下一代无线因特网技术：无线Mesh网络》，人民邮电出版社，2006.5

●  方旭明，何蓉等编，《短距离无线与移动通信网络》，人民邮电出版社，2004.8