🎉 News
[03/2025] Our paper "A Correlated Data-Driven Collaborative Beamforming Approach for Energy-efficient IoT Data Transmission" has been accepted by IEEE Internet of Things Journal (通信作者, 中科院1区)!
[02/2025] Our paper "UAV-assisted Joint Mobile Edge Computing and Data Collection via Matching-enabled Deep Reinforcement Learning" has been accepted by IEEE Internet of Things Journal (通信作者, 中科院1区)!
[01/2025] Our paper "Aerial Reliable Collaborative Communications for Terrestrial Mobile Users via Evolutionary Multi-Objective Deep Reinforcement Learning" has been accepted by IEEE Transactions on Mobile Computing (通信作者, CCF-A)!
[12/2024] Our paper "Enhanced Multi-Objective Optimization Approach for Low-Interference UAV Communication Based on Collaborative Beamforming" has been awarded the Best Paper Award at the Special Session on Intelligent Signal Processing, IEEE International Conference on Ubiquitous Intelligence and Computing (UIC 2024). (CCF C类会议)!
[12/2024] Our paper "Dual UAV Cluster-Assisted Maritime Physical Layer Secure Communications via Collaborative Beamforming" has been accepted by IEEE Internet of Things Journal (通信作者, 中科院1区)!
[12/2024] Our paper "UAV-enabled Secure Data Collection and Energy Transfer in IoT via Diffusion Model-enhanced Deep Reinforcement Learning" has been accepted by IEEE Internet of Things Journal (通信作者, 中科院1区)!
[12/2024] Our paper "UAV Virtual Antenna Array Deployment for Uplink Interference Mitigation in Data Collection Networks" has been accepted by IEEE Internet of Things Journal (通信作者, 中科院1区)!
[11/2024] Our paper "Multi-objective Aerial Collaborative Secure Communication Optimization via Generative Diffusion Model-enabled Deep Reinforcement Learning" has been accepted by IEEE Transactions on Mobile Computing (通信作者, CCF-A)!
[10/2024] Our paper "Secure and Energy-efficient UAV-assisted Maritime Communication under Multiple Eavesdroppers with Imperfect CSI and Collusion" has been accepted by Chinese Journal of Aeronautics (通信作者, 中科院1区)!
[08/2024] Our paper "Single-objective and Multi-objective Mixed-variable Grey Wolf Optimizer for Joint Feature Selection and Classifier Parameter Tuning" has been accepted by Applied Soft Computing (通信作者, 中科院1区)!
[08/2024] Our paper "Collaborative Ground-Space Communications via Evolutionary Multi-objective Deep Reinforcement Learning" has been accepted by IEEE Journal on Selected Areas in Communications (第一作者, CCF-A)!
[07/2024] We will organize a Special Issue "Empowering IoT With AI: AIoT for Smart and Autonomous Systems" in Electronics, welcome to submit papers!
[07/2024] Our paper "IRS-enabled Wireless Power Transfer and Data Collection in UAV-assisted IoT" has been accepted by IEEE GLOBECOM 2024 (通信作者, CCF-C)!
[07/2024] Our paper "Task Execution Latency Minimization for Energy-sensitive IoTs in Wireless Powered Mobile Edge Computing: A DRL-based Method" has been accepted by Computer Networks (通信作者, CCF-B)!
[06/2024] Our paper "UAV-enabled Collaborative Beamforming via Multi-Agent Deep Reinforcement Learning" has been accepted by IEEE Transactions on Mobile Computing (通信作者, CCF-A)!
[05/2024] Our paper "Reliable and Energy-efficient Communications via Collaborative Beamforming for UAV Networks" has been accepted by IEEE Transactions on Wireless Communications (通信作者, 中科院1区)!
[03/2024] Our paper "Efficient Traffic-based IoT Device Identification Using a Feature Selection Approach with Lévy Flight-based Sine Chaotic Sub-swarm Binary Honey Badger Algorithm" has been accepted by Applied Soft Computing (通信作者, 中科院1区)!
[02/2024] I will serve as a PC member of ICA3PP 2024!
[01/2024] Our paper "Enabling Urban MmWave Communications with UAV-Carried IRS via Deep Reinforcement Learning" has been accepted by IEEE ICC 2024 (通信作者, CCF-C)!
[12/2023] Our paper "Aerial Data Transmission under Disasters: Multi-hop Network Exploiting UAV-enabled Virtual Antenna Arrays" has been accepted by IEEE WCNC 2024 (通信作者, CCF-C)!
[12/2023] Our paper "Two-Way Aerial Secure Communications via Distributed Collaborative Beamforming under Eavesdropper Collusion" has been accepted by IEEE INFOCOM 2024 (第一作者, CCF-A)!
💼 Introduction
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📝 Publications
- Jiahui Li, Geng Sun*, Qingqing Wu*, Dusit Niyato, Jiawen Kang, Abbas Jamalipour, Victor C.M. Leung. Collaborative Ground-Space Communications via Evolutionary Multi-objective Deep Reinforcement Learning, IEEE Journal on Selected Areas in Communications, 2024. (IF=13.8) (SCI, 中科院1区，CCF A类期刊) [IEEE Xplore]
- Jiahui Li, Geng Sun*, Qingqing Wu, Shuang Liang*, Pengfei Wang, Dusit Niyato, Two-Way Aerial Secure Communications via Distributed Collaborative Beamforming under Eavesdropper Collusion, IEEE International Conference on Computer Communications (IEEE INFOCOM 2024). (CCF A类会议) [IEEE Xplore]
- Jiahui Li, Geng Sun*, Lingjie Duan, Qingqing Wu. Multi-Objective Optimization for UAV Swarm-Assisted IoT with Virtual Antenna Arrays, IEEE Transactions on Mobile Computing, 2023. (IF=6.075) (SCI, CCF A类期刊) [IEEE Xplore]
- Jiahui Li, Geng Sun*, Hui Kang, Aimin Wang, Shuang Liang, Yanheng Liu, Ying Zhang. Multi-Objective Optimization Approaches for Physical Layer Secure Communications Based on Collaborative Beamforming in UAV Networks, IEEE/ACM Transactions on Networking, 2023. (IF=3.796) (SCI, CCF A类期刊) [IEEE Xplore]
- Jiahui Li, Hui Kang, Geng Sun*, Shuang Liang, Yanheng Liu, Ying Zhang, Physical Layer Secure Communications Based on Collaborative Beamforming for UAV Networks: A Multi-objective Optimization Approach, IEEE International Conference on Computer Communications (IEEE INFOCOM 2021). (CCF A类会议) [IEEE Xplore]
- Geng Sun, Jiahui Li, Yanheng Liu, Shuang Liang*, Hui Kang*. Time and Energy Minimization Communications Based on Collaborative Beamforming for UAV Networks: A Multi-objective Optimization Method, IEEE Journal on Selected Areas in Communications, 39(11): 3555 - 3572, 2021. (IF=11.42) (SCI, 中科院1区, CCF A类期刊) [IEEE Xplore]
- Chuang Zhuang, Geng Sun*, Jiahui Li*, Qingqing Wu, Jiacheng Wang, Dusit Niyato, Yuanwei Liu. Multi-objective Aerial Collaborative Secure Communication Optimization via Generative Diffusion Model-enabled Deep Reinforcement Learning, IEEE Transactions on Mobile Computing, 2024. (IF=7.9) (SCI, CCF A类期刊)
- Saichao Liu, Geng Sun*, Jiahui Li*, Shuang Liang, Qingqing Wu, Pengfei Wang, Dusit Niyato. UAV-enabled Collaborative Beamforming via Multi-Agent Deep Reinforcement Learning, IEEE Transactions on Mobile Computing, 2024. (IF=7.9) (SCI, CCF A类期刊)
- Geng Sun, Jiahui Li, Aimin Wang*, Qingqing Wu*, Zemin Sun, Yanheng Liu. Secure and Energy-Efficient UAV Relay Communications Exploiting Collaborative Beamforming, IEEE Transactions on Communications, 70(8), 5401-5416, 2022. (IF=6.166) (SCI, CCF B类期刊)
- Geng Sun, Jiahui Li, Aimin Wang*, Qingqing Wu, Zemin Sun, Yanheng Liu, Shuang Liang. Collaborative Beamforming for UAV Networks Exploiting Swarm Intelligence, IEEE Wireless Communications, 29(4): 10-17, 2022. (IF=11.39) (SCI, 中科院1区)
- Jiahui Li, Geng Sun*, Aiming Wang, Xiaoya Zheng, Zhaoyu Chen, Shuang Liang, Yanheng Liu. Multi-objective Sparse Synthesis Optimization of Concentric Circular Antenna Array via Hybrid Evolutionary Computation Approach, Expert Systems With Applications, 2023. (IF=8.665) (SCI, 中科院1区)
- Jiahui Li, Geng Sun*, Aiming Wang, Ming Lei, Shuang Liang, Hui Kang, Yanheng Liu. A Many-objective Optimization Charging Scheme for Wireless Rechargeable Sensor Networks via Mobile Charging Vehicles, Computer Networks, 215, 109196, 2022. (IF=4.474) (SCI, CCF B类期刊)
- Jiahui Li, Geng Sun*, Shuang Liang, Yuxin Wang, Aimin Wang. Multi-Objective Uplink Data Transmission Optimization for Edge Computing in UAV-Assistant Mobile Wireless Sensor Networks, Journal of Systems Architecture, 132, 102744, 2022. (IF=5.836) (SCI, CCF B类期刊)
- Xiaoya Zheng, Geng Sun*, Jiahui Li*, Shuang Liang, Qingqing Wu, Minghao Yin, Dusit Niyato, Victor C. M. Leung. Reliable and Energy-efficient Communications via Collaborative Beamforming for UAV Networks, IEEE Transactions on Wireless Communications, 2024. (IF=10.400) (SCI, 中科院1区)
- Shuang Liang, Minghao Yin, Geng Sun*, Jiahui Li*. Multi-objective Optimization Approach for Reducing Hovering and Motion Energy Consumptions in UAV-assisted Collaborative Beamforming, IEEE Internet of Things Journal, 2023. (IF=10.600) (SCI, 中科院1区)
- Hongjuan Li, Hui Kang, Geng Sun*, Jiahui Li*, Jiacheng Wang, Xue Wang, Dusit Niyato, Victor C.M. Leung. UAV Virtual Antenna Array Deployment for Uplink Interference Mitigation in Data Collection Networks, IEEE Internet of Things Journal, 2024. (IF=8.200) (SCI, 中科院1区)
- Shuang Liang, Minhao Yin, Wenwen Xie, Zenmin Sun*, Jiahui Li*, Jiacheng Wang, Hongyang Du, UAV-enabled Secure Data Collection and Energy Transfer in IoT via Diffusion Model-enhanced Deep Reinforcement Learning, IEEE Internet of Things Journal, 2024. (IF=8.200) (SCI, 中科院1区)
- Jiawei Huang, Aimin Wang, Geng Sun*, Jiahui Li*, Jiacheng Wang, Hongyang Du, Dusit Niyato. Dual UAV Cluster-Assisted Maritime Physical Layer Secure Communications via Collaborative Beamforming, IEEE Internet of Things Journal, 2024. (IF=8.200) (SCI, 中科院1区)
- Hongjuan Li, Hui Kang, Jiahui Li*, Yanyun Pang, Geng Sun*, Shuang Liang. Single-objective and Multi-objective Mixed-variable Grey Wolf Optimizer for Joint Feature Selection and Classifier Parameter Tuning, Applied Soft Computing, 2024. (IF=8.700) (SCI, 中科院1区)
- Boxiong Wang, Hui Kang, Geng Sun*, Jiahui Li*, Efficient Traffic-based IoT Device Identification Using a Feature Selection Approach with Lévy Flight-based Sine Chaotic Sub-swarm Binary Honey Badger Algorithm, Applied Soft Computing, 2024. (IF=8.700) (SCI, 中科院1区)
- Shuang Liang, Minghao Yin, Geng Sun*, Jiahui Li*, Hongjuan Li, Jiacheng Wang, Dusit Niyato, Victor C.M. Leung. Cooperative Communication via Automated Guided Vehicle and Unmanned Aerial Vehicle: A Distributed Collaborate Beamforming Method, IEEE Transactions on Intelligent Vehicles, 2024. (IF=14.00) (SCI, 中科院1区)
- Fang Mei, Yuqing Liu, Shuo Gao, Jiahui Li*, Hui Kang*, Sujin Hou, Geng Sun. Secure and Energy-efficient UAV-assisted Maritime Communication under Multiple Eavesdroppers with Imperfect CSI and Collusion, Chinese Journal of Aeronautics, 2024. (IF=5.3) (SCI, 中科院1区)
- Long Li, Gaochao Xu, Ziqi Liu, Jiaqi Ge, Wenchao Jiang*, Jiahui Li*, Task execution latency minimization for energy-sensitive IoTs in wireless powered mobile edge computing: A DRL-based method, Computer Network, 251, 110633, 2024. (CCF B类期刊)
- Wenwen Xie, Geng Sun*, Jiahui Li*, Xue Wang, Jiacheng Wang, Hongyang Du, Dusit Niyato, IRS-enabled Wireless Power Transfer and Data Collection in UAV-assisted IoT, IEEE Global Communications Conference (IEEE GLOBECOM 2024). (CCF C类会议)
- Boxiong Wang, Hui Kang, Geng Sun*, Jiahui Li*, IoT Device Identification via A Bio-Inspired Feature Selection Approach, IEEE International Conference on Communications (IEEE ICC 2023). (CCF C类会议)
- Chuang Zhang, Geng Sun*, Jiahui Li*, Xiaoya Zheng, Bi-objective Optimization for UAV Swarm-enabled Relay Communications via Collaborative Beamforming, 26th International Conference on Computer Supported Cooperative Work in Design (CSCWD 2023). (CCF C类会议)
- Jiawei Huang, Aimin Wang, Geng Sun*, Jiahui Li*, Xiaoya Zheng, Jamming-aided Maritime Physical Layer Encrypted Dual-UAVs Communications Exploiting Collaborative Beamforming, 26th International Conference on Computer Supported Cooperative Work in Design (CSCWD 2023). (CCF C类会议)
- Zeqian Wei, Hui Kang, Hongjuan Li, Geng Sun*, Jiahui Li*, Xinyu Bao, Bo Zhu, Joint Feature Selection and Classifier Parameter Optimization: A Bio-inspired Approach, The 16th International Conference on Knowledge Science, Engineering and Management (KSEM 2023). (CCF C类会议)
- Bingtian Li, Hui Kang, Geng Sun*, Jiahui Li*, Xinyu Bao, Bo Zhu, Aerial Data Transmission under Disasters: Multi-hop Network Exploiting UAV-enabled Virtual Antenna Arrays, IEEE Wireless Communications and Networking Conference (IEEE WCNC 2024). (CCF C类会议)
- Geng Sun, Bei Liu, Jiahui Li*, Shuang Liang, Hongyang Pan, Xiaoya Zheng, Enabling Urban MmWave Communications with UAV-Carried IRS via Deep Reinforcement Learning, IEEE International Conference on Communications (IEEE ICC 2024). (CCF C类会议)
- Jiawei Huang, Aimin Wang, Geng Sun*, Jiahui Li*, Xiaoya Zheng, Physical Layer Encrypted Maritime Communications Utilizing UAV-enabled Virtual Antenna Array, IEEE International Conference on Communications (IEEE ICC 2024). (CCF C类会议)
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