🎉 News
[02/2026] Our paper "Clinical Data-Driven preliminary screening for Alzheimer’s disease via integrated imputation and evolutionary feature selection" has been accepted by Information Processing & Management (通信作者, 中科院1区)!
[01/2026] We will organize a Special Issue "Revolutionizing Surveillance: Unmanned Aerial Vehicle Technology Innovations" in Inventions, welcome to submit papers!
[01/2026] Our paper "Beyond Technical Metrics: Understanding the Gap Between AI Performance and Deaf User Experience in Chinese Natural Sign Language Generation" has been accepted by CHI 2026 (通信作者, CCF-A)!
[01/2026] Our paper "UAV-Assisted Joint Data Collection and Wireless Power Transfer for Batteryless Sensor Networks" has been accepted by IEEE WCNC 2026!
[01/2026] Our paper "Generative AI-enhanced Low-Altitude UAV-Mounted Stacked Intelligent Metasurfaces" has been accepted by IEEE Transactions on Cognitive Communications and Networking (通信作者, 中科院1区)!
[01/2026] Our paper "Low-Altitude Satellite-AAV Collaborative Joint Mobile Edge Computing and Data Collection via Diffusion-based Deep Reinforcement Learning" has been accepted by IEEE Transactions on Mobile Computing (通信作者, CCF-A)!
[01/2026] Our paper "Aerial Multi-Hop Relay Optimization for Integrated Sensing and Communication: A Deep Reinforcement Learning Approach" has been accepted by Computer Network (通信作者, CCF-B)!
[12/2025] Our paper "Encrypted Traffic Detection in Resource Constrained IoT Networks: A Diffusion Model and LLM Integrated Framework" has been accepted by IEEE Transactions on Network Science and Engineering (通信作者, 中科院1区)!
[12/2025] Our paper "Generative Chaotic Hybrid Multi-Objective Optimization Approach for Satellite-UAV Cognitive Radio Networks" has been accepted by IEEE Transactions on Network Science and Engineering (通信作者, 中科院1区)!
[12/2025] Our paper "LLM-guided DRL for Multi-tier LEO Satellite Networks with Hybrid FSO/RF Links" has been accepted by IEEE Journal on Selected Areas in Communications (第一作者, CCF-A)!
[11/2025] We will organize a Special Issue "Advancements in Space-Air-Ground Integrated Networks" in Network, welcome to submit papers!
[11/2025] Our paper "Low-altitude UAV Friendly-Jamming for Satellite-Maritime Communications via Generative AI-enabled Deep Reinforcement Learning" has been accepted by IEEE Transactions on Mobile Computing (通信作者, CCF-A)!
[11/2025] Our paper "Aerial Secure Collaborative Communications under Eavesdropper Collusion in Low-altitude Economy: A Generative Swarm Intelligent Approach" has been accepted by IEEE Transactions on Mobile Computing (第一作者, CCF-A)!
[11/2025] Our paper "Securing the Sky: Integrated Satellite-UAV Physical Layer Security for Low-Altitude Wireless Networks" has been accepted by IEEE Wireless Communications (第一作者, 中科院1区)!
[09/2025] Our paper "Multi-Objective Deployment Optimization for Integrated Sensing and Communication-Enabled Unmanned Aerial Vehicle Swarm" has been accepted by Engineering Applications of Artificial Intelligence (通信作者, 中科院1区)!
[08/2025] Our paper "Joint Optimization of UAV-Carried IRS for Urban Low Altitude mmWave Communications with Deep Reinforcement Learning" has been accepted by IEEE Transactions on Mobile Computing (通信作者, CCF-A)!
[07/2025] Our paper "Enhancing Evolutionary Multitasking for High-Dimensional Feature Selection Through Task Relevance Evaluation and Knowledge Transfer" has been accepted by Knowledge-based Systems (通信作者, 中科院1区)!
[06/2025] Our paper "UAV Swarm-enabled Collaborative Post-disaster Communications in Low Altitude Economy via a Two-stage Optimization Approach" has been accepted by IEEE Transactions on Mobile Computing (通信作者, CCF-A)!
[05/2025] Our paper "Joint Resource Management for Energy-efficient UAV-assisted SWIPT-MEC: A Deep Reinforcement Learning Approach" has been accepted by IEEE Internet of Things Journal (通信作者, 中科院1区)!
[04/2025] Our paper "Exploring Multi-Agent Dynamics for Generative AI and Large Language Models in Mobile Edge Networks" has been accepted by IEEE Wireless Communications (通信作者, 中科院1区)!
[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)!
💼 Introduction
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🎓 Education
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🔬 Research Projects
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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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