个人简介
2020/07-至今，北京理工大学，网络空间安全学院，副教授
2014/07-2020/06,北京理工大学，信息与电子学院，讲师
2009/09-2014/06，北京邮电大学，信息与通信工程学院，博士
2005/09-2009/07，北京邮电大学，信息与通信工程学院，学士
研究成果
作为负责人承担国家重点研发计划、JW科技委重大专项、国家自然科学基金、预研项目以及企事业横向项目10项，累计科研经费1200余万元；发表学术论文20余篇，授权发明专利7项；出版专著1本
研究领域
人工智能、机器学习、辐射源感知识别与深度学习、电磁频谱博弈与强化学习
近期论文
查看导师新发文章
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Zesi Pan, Yunjie Li, Shafei Wang, Yan Li. Joint Optimization of Jamming Type Selection and Power Control for Countering Multi-function Radar Based on Deep Reinforcement Learning. IEEE Transactions on Aerospace and Electronic Systems, 2023.
Ziwei Zhang, Mengtao Zhu, Yunjie Li, Yan Li, Shafei Wang. Joint Recognition and Parameter Estimation of Cognitive Radar Work Modes with LSTM-Transformer. Digital Signal Processing, 2023.
Zesi Pan, Bo Wang, Ruibin Zhang, Shafei Wang, Yunjie Li, Yan Li. MIML-GAN: A GAN-based Algorithm for Multi-Instance Multi-Label Learning on Overlapping Signal Waveform Recognition. IEEE Transactions on Signal Processing, 2023.
Mengmeng Liao; Xiaojin Fan; Yan Li; Meiguo Gao. Noise-related face image recognition based on double dictionary transform learning. Information Sciences, 2023.
Qihang Zhai, Yan Li, Zilin Zhang, Yunjie Li, Shafei Wang. Few-shot recognition of multi-function radar modes via Refined Prototypical Random Walk Network. IEEE Transactions on Aerospace and Electronic Systems, 2022.
Zilin Zhang, Yan Li, Qihang Zhai, Yunjie Li, Meiguo Gao. Mode Recognition of Multi-function Radars for Few-shot Learning based on Compound Alignments. IEEE Transactions on Aerospace and Electronic Systems, 2022.
Zilin Zhang, Yan Li*, Qihang Zhai, Yunjie Li and Meiguo Gao. Few-Shot Learning for Fine-Grained Signal Modulation Recognition based on Foreground Segmentation. IEEE Transactions on Vehicular Technology, 2022.
Haiyu Wang, Mengtao Zhu, Ruozhou Fan, Yan Li*. Parametric Model-Based Deinterleaving of Radar Signals with Non-Ideal Observations via Maximum Likelihood Solution. IET Radar, Sonar & Navigation, 2022.
Qihang Zhai, Yan Li*, Zilin Zhang, Yunjie Li, Shafei Wang. Adaptive Feature Extraction and Fine-grained Modulation Recognition of Multi-function Radar under Small Sample Conditions. IET Radar, Sonar & Navigation, 2022.
Wangkui Jiang, Yan Li*, Mengmeng Liao and Shafei Wang. An Improved LPI Radar Waveform Recognition Framework with LDC-Unet and SSR-loss. IEEE Signal Processing Letters, 2021.
Zilin Zhang, Yan Li*， Meiguo Gao. Few-Shot Learning of Signal Modulation Recognition based on Attention Relation Network. The 28th European Signal Processing Conference, 2020.
Qihang Zhai, Mengtao Zhu, Yan Li*, Yunjie Li. Recognition of overlapped Radar signals via VMD-Based Multi-Label Learning. IET Radar Conference, 2020.
Yihao Ma，Yan Li*，Mengtao Zhu, Jiayue Zhang. Radar Working Mode Recognition based on Hierarchical Feature Representation and Clustering. IET Radar Conference, 2020.
Ding Zhang，Yan Li*，Zhen Tian, Zhihao Jiang. Adaptive Strategy Optimization with Multi-Agent Machine Learning in the Game of Radar Countermeasure. IET Radar Conference, 2020.
Zhen Qin, Zhengwen Zhang, Yan Li*, Jun Guo. Making Deep Neural Networks Robust to Label Noise: Cross-Training with a Novel Loss Function. IEEE Access, 7 (1), 2019.
Zilin Zhang, Yan Li*, Zhengwen Zhang, Cheng Jin, Meiguo Gao. Adaptive Matrix Sketching and Clustering for Semi-supervised Incremental Learning. IEEE Signal Processing Letters, 25 (7): 1069-1073, 2018.
王沙飞，鲍雁飞，李岩*. 认知电子战体系结构与技术. 中国科学：信息科学，48 (12): 1603-1613，2018.
专著
王沙飞，李岩等. 认知电子战原理与技术，国防工业出版社，2018.12.
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