李立欣

從事無線通信、人工智能、空天地通信系統、羣體智能與博弈對抗等相關理論與技術研究，主持國家級/省部級課題20餘項。

在頂級期刊和會議 IEEE Journals on Selected Areas on Communications、IEEE Internet of Things Journal、IEEE Trans. Wireless Communications、IEEE Trans. Communications、IEEE Trans. Neural Networks and Learning Systems、IEEE Trans. Vehicular Technology、ICC、GlobeCom等發表論文150餘篇，出版英文專著1部，中文4部，授權國家發明專利20餘項。

1. Lixin Li, Qianqian Cheng, Xiao Tang, Tong Bai, Wei Chen, Zhiguo Ding, and Zhu Han, “Resource Allocation for NOMA-MEC System in Ultra-Dense Networks: A Learning Aided Mean-Field Game Approach”, IEEE Transactions on Wireless Communications, vol. 20, no. 3, pp. 1487-1500, March 2021.（IF：6.779，中科院1區，TOP期刊）

2. Lixin Li, Huan Ren, Qianqian Cheng, Kaiyuan Xue, Wei Chen, Merouane Debbah, and Zhu Han, “Millimeter-Wave Networking in Sky: A Machine Learning and Mean Field Game Approach for Joint Beamforming and Beam-Steering”, IEEE Transactions on Wireless Communications, vol. 19, no. 10, pp. 6393-6408, Oct. 2020. （IF：6.779，中科院1區，TOP期刊）

3. Lixin Li, Yang Xu, Zihe Zhang, Jiaying Yin, Wei Chen, and Zhu Han, “A Prediction-based Charging Policy and Interference Mitigation Approach in the Wireless Powered Internet of Things”, IEEE Journals on Selected Areas on Communications, vol. 37, no. 2, pp. 439 - 451, Feb. 2019. (IF: 9.302, 中科院1區，TOP期刊)

4. Lixin Li, Yang Xu, Jiaying Yin, Wei Liang, Xu Li, Wei Chen, and Zhu Han, “Deep Reinforcement Learning Approaches for Content Caching in Cache-Enabled D2D Network,” IEEE Internet of Things Journal, vol. 7, no. 1, pp. 544 – 557, Jan. 2020. (IF: 9.936, 中科院1區，TOP期刊)

5. Lixin Li, Yan Sun, Qianqian Cheng, Dawei Wang, Wenshen Lin, Wei Chen, "Optimal Trajectory and Downlink Power Control for Multi-Type UAV Aerial Base Stations", Chinese Journal of Aeronautics. Vol. 34, Issue 9, , Pages 11-23，September 2021. (中科院1區，TOP期刊，中國卓越期刊) 封面論文

6. Lixin Li, Lin Wu, Huisheng Zhang, Fangxiang Wu, "A Fast Algorithm for Nonnegative Matrix Factorization and Its Convergence", IEEE Transactions on Neural Networks and Learning Systems, vol.25, no. 10, p.1855-1863, Oct. 2014.（IF: 11.683, 中科院1區，TOP期刊）

7. Lixin Li, Qianqian Cheng, Kaiyuan Xue, Chungang Yang, and Zhu Han, “Downlink Transmit Power Control in Ultra-Dense UAVs Network Based on Mean Field Game and Deep Reinforcement Learning,” IEEE Transactions on Vehicular Technology, vol. 69, no. 12, pp. 15594-15605, Dec. 2020 (中科院2區)

8. Lixin Li, Meng Wang, Kaiyuan Xue, Qianqian Cheng, Dawei Wang,Wei Chen, Miao Pan,and Zhu Han, “Delay Optimization in Multi-UAV Edge Caching Networks: A Robust Mean Field Game”, IEEE Transactions on Vehicular Technology. vol. 70, no. 1, pp. 808-819, Jan. 2021. (中科院2區)

9. Lixin Li, Junsheng Huang, Qianqian Cheng, Hongying Meng, and Zhu Han, “Automatic Modulation Recognition: A Few-Shot Learning Method Based on the Capsule Network”, IEEE Wireless Communications Letters, vol. 10, no. 3, pp. 474-477, March 2021. (中科院2區)

10. Lixin Li, Hui Ma, Huan Ren, Qianqian Cheng, Dawei Wang, Tong Bai, and Zhu Han, " Learning-Aided Resource Allocation for Pattern Division Multiple Access Based SWIPT Systems", IEEE Wireless Communications Letters, vol. 10, no. 1, pp. 131-135, Jan. 2021. (中科院2區)

11. Lixin Li, Donghui Ma, Huan Ren, Peijue Wang, Wensheng Lin, Zhu Han, “Towards Energy-Efficient Multiple Intelligent Reflecting Surfaces: Federated Learning Based Configuration Optimization”, IEEE Transactions on Green Communications and Networking. doi 10.1109/TGCN.2021.3136306

12. Lixin Li, Donghui Ma, Huan Ren, Dawei Wang, Xiao Tang, Liang Wei, Tong Bai, “Enhanced Reconfigurable Intelligent Surface Assisted mmWave Communication: A Federated Learning Approach”, China Communications, vol. 17, no. 10, pp. 115-128, Oct. 2020. (中科院3區, 中國卓越期刊)

13. Lixin Li, Youbing Hu, Huisheng Zhang, Wei Liang, Ang Gao, "Deep Learning Based Physical Layer Security of D2D Underlay Cellular Network", China Communications, vol.17, no.2, pp.93-106, Feb. 2020. (中科院3區,中國卓越期刊) ^[1]