基本信息
李卫军  男  博导  中国科学院半导体研究所
电子邮件: wjli@semi.ac.cn
通信地址: 北京912信箱神经网络研究室
邮政编码: 100083

研究领域

人工神经网络、符号回归、智能芯片与系统

招生信息

   
招生专业
080902-电路与系统
招生方向
人工神经网络与计算机视觉
深度建模与求解(AI for Science)
人工智能芯片与系统

教育背景

1998-09--2004-06   中国科学院研究生院   博士
1994-09--1998-07   北京理工大学   学士
学历
半导体所 --20040630 研究生
学位
-- 博士

工作经历

   
工作简历
2014-12~2015-12,美国 University of Rhode Island, 访问学者
2004-07~现在, 中国科学院半导体研究所, 研究员

教授课程

视觉信息处理及FPGA实现
视觉信息处理与FPGA实现

专利与奖励

   

出版信息

   
发表论文
[1] Tian, Songsong, Li, Lusi, Li, Weijun, Ran, Hang, Ning, Xin, Tiwari, Prayag. A survey on few-shot class-incremental learning. NEURAL NETWORKS. 2024, 第 3 作者169: 307-324, http://dx.doi.org/10.1016/j.neunet.2023.10.039.
[2] Ning, Xin, Yu, Zaiyang, Li, Lusi, Li, Weijun, Tiwari, Prayag. DILF: Differentiable rendering-based multi-view Image-Language Fusion for zero-shot 3D shape understanding. INFORMATION FUSION[J]. 2024, 第 4 作者  通讯作者  102: http://dx.doi.org/10.1016/j.inffus.2023.102033.
[3] Wu, Min, Li, Weijun, Yu, Lina, Sun, Linjun, Liu, Jingyi, Li, Wenqiang. Discovering Mathematical Expressions Through DeepSymNet: A Classification-Based Symbolic Regression Framework. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 2023, 第 2 作者  通讯作者  http://dx.doi.org/10.1109/TNNLS.2023.3332400.
[4] 宁欣, 刘江宽, 李卫军, 石园, 支金林, 南方哲. 利用通道剪枝技术的实时实例分割方法. 太赫兹科学与电子信息学报. 2023, 第 3 作者21(1): 95-101, http://lib.cqvip.com/Qikan/Article/Detail?id=7108871856.
[5] LIU Jingyi, YU Lina, SUN Linjun, TONG Yuerong, WU Min, LI Weijun. Fitting objects with implicit polynomials by deep neural network. 光电子快报:英文版. 2023, 第 6 作者19(1): 60-64, http://lib.cqvip.com/Qikan/Article/Detail?id=7109205952.
[6] Ning, Xin, Xu, Shaohui, Nan, Fangzhe, Zeng, Qingliang, Wang, Chen, Cai, Weiwei, Li, Weijun, Jiang, Yizhang. Face Editing Based on Facial Recognition Features. IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS[J]. 2023, 第 7 作者  通讯作者  15(2): 774-783, http://dx.doi.org/10.1109/TCDS.2022.3182650.
[7] 王昌硕, 宁欣, 李卫军, 百晓. 3D Person Re-identification Based on Global Semantic Guidance and Local Feature Aggregation. IEEE Transactions on Circuits and Systems for Video Technology[J]. 2023, 第 3 作者
[8] Miao Yuan, Zhiduo Liu, Xiaoting Wu, Haoyang Gou, Yugui Zhang, Xin Ning, Weijun Li, Zhaohui Yao, Yijun Wang, Weihua Pei, Hongda Chen. High-sensitive microfluidic contact lens sensor for intraocular pressure visualized monitoring. SENSORS AND ACTUATORS: A. PHYSICAL[J]. 2023, 第 7 作者354: http://dx.doi.org/10.1016/j.sna.2023.114250.
[9] 王昌硕, 王含, 宁欣, 田生伟, 李卫军. 基于局部区域动态覆盖的3D点云分类方法. 软件学报[J]. 2023, 第 5 作者34(4): 1962-1976, http://lib.cqvip.com/Qikan/Article/Detail?id=7109432931.
[10] Dong, Xiaoli, Ning, Xin, Xu, Jian, Yu, Lina, Li, Weijun, Zhang, Liping. A Recognizable Expression Line Portrait Synthesis Method in Portrait Rendering Robot. IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS. 2023, 第 5 作者  通讯作者  http://dx.doi.org/10.1109/TCSS.2023.3241003.
[11] Jingyi Liu, Weijun Li, Lina Yu, Min Wu, Linjun Sun, Wenqiang Li, Yanjie Li. SNR: Symbolic network-based rectifiable learning framework for symbolic regression. NEURAL NETWORKS. 2023, 第 2 作者  通讯作者  165: 1021-1034, http://dx.doi.org/10.1016/j.neunet.2023.06.046.
[12] Ning, Xin, Tian, Weijuan, He, Feng, Bai, Xiao, Sun, Le, Li, Weijun. Hyper-sausage coverage function neuron model and learning algorithm for image classification. PATTERN RECOGNITION[J]. 2023, 第 6 作者  通讯作者  136: http://dx.doi.org/10.1016/j.patcog.2022.109216.
[13] 宁欣, 田伟娟, 于丽娜, 李卫军. 面向小目标和遮挡目标检测的脑启发CIRA-DETR全推理方法. 计算机学报[J]. 2022, 第 4 作者45(10): 2080-2092, http://lib.cqvip.com/Qikan/Article/Detail?id=7108155955.
[14] Ning, Xin, Tian, Weijuan, Yu, Zaiyang, Li, Weijun, Bai, Xiao, Wang, Yuebao. HCFNN: High-order coverage function neural network for image classification. PATTERN RECOGNITION[J]. 2022, 第 4 作者  通讯作者  131: http://dx.doi.org/10.1016/j.patcog.2022.108873.
[15] Wang, Changshuo, Ning, Xin, Sun, Linjun, Zhang, Liping, Li, Weijun, Bai, Xiao. Learning Discriminative Features by Covering Local Geometric Space for Point Cloud Analysis. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2022, 第 5 作者60: http://dx.doi.org/10.1109/TGRS.2022.3170493.
[16] Wang, Guojun, Li, Weijun, Zhang, Liping, Sun, Linjun, Chen, Peng, Yu, Lina, Ning, Xin. Encoder-X: Solving Unknown Coefficients Automatically in Polynomial Fitting by Using an Autoencoder. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS[J]. 2022, 第 2 作者  通讯作者  33(8): 3264-3276, 
[17] Zhang, Liping, Sun, Linjun, Li, Weijun, Zhang, Jianming, Cai, Weiwei, Cheng, Chuantong, Ning, Xin. A Joint Bayesian Framework Based on Partial Least Squares Discriminant Analysis for Finger Vein Recognition. IEEE SENSORS JOURNAL[J]. 2022, 第 3 作者  通讯作者  22(1): 785-794, http://dx.doi.org/10.1109/JSEN.2021.3130951.
[18] Qi, Shaohua, Li, Weijun, Yang, Guowei. Double weighting convolutional neural net-works for multi-view 3D shape recognition. IET COMPUTER VISION. 2022, 第 2 作者http://dx.doi.org/10.1049/cvi2.12107.
[19] Tong, Yuerong, Liu, Jingyi, Yu, Lina, Zhang, Liping, Sun, Linjun, Li, Weijun, Ning, Xin, Xu, Jian, Qin, Hong, Cai, Qiang. Technology investigation on time series classification and prediction. PEERJ COMPUTER SCIENCE[J]. 2022, 第 6 作者8: http://dx.doi.org/10.7717/peerj-cs.982.
[20] Liu, Jingyi, Wang, Guojun, Li, Weijun, Sun, Linjun, Zhang, Liping, Yu, Lina. Transcendental equation solver: A novel neural network for solving transcendental equation. APPLIED SOFT COMPUTING[J]. 2022, 第 3 作者  通讯作者  117: http://dx.doi.org/10.1016/j.asoc.2022.108425.
[21] 吴涛, 董肖莉, 孟伟, 徐健, 覃鸿, 李卫军. 基于语义分割的简洁线条肖像画生成方法. 智能系统学报[J]. 2021, 第 6 作者16(1): 134-141, 
[22] Zhang, Liping, Sun, Linjun, Dong, Xiaoli, Yu, Lina, Li, Weijun, Ning, Xin, Feng, J, Zhang, J, Liu, M, Fang, Y. An Efficient Joint Bayesian Model with Soft Biometric Traits for Finger Vein Recognition. BIOMETRIC RECOGNITION (CCBR 2021). 2021, 第 11 作者12878: 248-258, 
[23] 李卫军. Polynomial Fitting Algorithm Based on Neural Network. ASP Transactions on Pattern Recognition and Intelligent Systems. 2021, 第 1 作者  通讯作者  
[24] 李卫军. A Joint Bayesian Framework based on Partial Least Squares Discriminant Analysis for Finger Vein Recognition. IEEE Sensors Journal[J]. 2021, 第 1 作者  通讯作者  
[25] 李卫军. Producing Monomial Sets with Lower Calculation Complexity for Polynomial Fitting. (HPBD&IS 2021). 2021, 第 1 作者  通讯作者  
[26] 李卫军. Image Defect Detection and Segmentation Algorithm of Solar Cell Based on Convolutional Neural Network. 6th International Conference on Intelligent Computing and Signal Processing. 2021, 第 1 作者
[27] Lu, Yaxuan, Li, Weijun, Ning, Xin, Dong, Xiaoli, Zhang, Liping, Sun, Linjun, Cheng, Chuantong. Blind image quality assessment based on the multiscale and dual-domains features fusion. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE[J]. 2021, 第 2 作者  通讯作者  http://dx.doi.org/10.1002/cpe.6177.
[28] Wang, Changshuo, Wang, Chen, Li, Weijun, Wang, Haining. A brief survey on RGB-D semantic segmentation using deep learning*. DISPLAYS[J]. 2021, 第 3 作者  通讯作者  70: http://dx.doi.org/10.1016/j.displa.2021.102080.
[29] 李卫军. Encoder-X: Solving unknown coefficients automatically in polynomial fitting by using an autoencoder. IEEE Transactions on Neural Networks and Learning Systems[J]. 2021, 第 1 作者  通讯作者  
[30] Zhang, Liping, Li, Weijun, Yu, Lina, Sun, Linjun, Dong, Xiaoli, Ning, Xin. GmFace: An explicit function for face image representation. DISPLAYS[J]. 2021, 第 2 作者  通讯作者  68: http://dx.doi.org/10.1016/j.displa.2021.102022.
[31] Ning, Xin, Gong, Ke, Li, Weijun, Zhang, Liping, Bai, Xiao, Tian, Shengwei. Feature Refinement and Filter Network for Person Re-Identification. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2021, 第 3 作者  通讯作者  31(9): 3391-3402, http://dx.doi.org/10.1109/TCSVT.2020.3043026.
[32] Ning, Xin, Gong, Ke, Li, Weijun, Zhang, Liping. JWSAA: Joint weak saliency and attention aware for person re-identification. NEUROCOMPUTING[J]. 2021, 第 3 作者  通讯作者  453: 801-811, http://dx.doi.org/10.1016/j.neucom.2020.05.106.
[33] 李卫军. A Modeling Method for Face Image Debluring. (HPBD&IS 2021). 2021, 第 1 作者  通讯作者  
[34] Zhai, Yujia, Lu, Baoli, Li, Weijun, Xu, Jian, Ma, Shuangyi. JD-SLAM: Joint camera pose estimation and moving object segmentation for simultaneous localization and mapping in dynamic scenes. INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS[J]. 2021, 第 3 作者18(1): https://doaj.org/article/87843f33f4b440adbc48f0d993fed707.
[35] Ning, Xin, Duan, Pengfei, Li, Weijun, Zhang, Shaolin. Real-Time 3D Face Alignment Using an Encoder-Decoder Network With an Efficient Deconvolution Layer. IEEE SIGNAL PROCESSING LETTERS[J]. 2020, 第 3 作者  通讯作者  27: 1944-1948, http://dx.doi.org/10.1109/LSP.2020.3032277.
[36] Wang Lei, Qin Hong, Li Jing, Zhang Xiaobo, Yu Lina, Li Weijun, Huang Luqi. Geographical Origin Identification of Lycium Barbarum Using Near-Infrared Hyperspectral Imaging. SPECTROSCOPY AND SPECTRAL ANALYSIS[J]. 2020, 第 6 作者40(4): 1270-1275, https://www.webofscience.com/wos/woscc/full-record/WOS:000534352300046.
[37] Chen, Peng, Xiao, Qi, Xu, Jian, Dong, Xiaoli, Sun, Linjun, Li, Weijun, Ning, Xin, Wang, Guojun, Chen, Ziheng. Harnessing semantic segmentation masks for accurate facial attribute editing. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE[J]. 2020, 第 6 作者34(12): http://dx.doi.org/10.1002/cpe.5798.
[38] 李卫军. AGCNN: Adaptive Gabor Convolutional Neural Networks with Receptive Fields for Vein Biometric Recognition. Concurrency and Computation: Practice and Experience. 2020, 第 1 作者  通讯作者  
[39] Sun, Linjun, Li, Weijun, Ning, Xin, Zhang, Liping, Dong, Xiaoli, He, Wei. Gradient-Enhanced Softmax for Face Recognition. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS[J]. 2020, 第 2 作者E103D(5): 1185-1189, https://www.webofscience.com/wos/woscc/full-record/WOS:000530668200032.
[40] 王磊, 覃鸿, 李静, 张小波, 于丽娜, 李卫军, 黄璐琦. 近红外高光谱图像的宁夏枸杞产地鉴别. 光谱学与光谱分析[J]. 2020, 第 6 作者40(4): 1270-1275, http://lib.cqvip.com/Qikan/Article/Detail?id=7101516489.
[41] Ning, Xin, Tian, Weijuan, Li, Weijun, Lu, Yueyue, Nie, Shuai, Sun, Linjun, Chen, Ziheng. BDARS_CapsNet: Bi-Directional Attention Routing Sausage Capsule Network. IEEE ACCESS[J]. 2020, 第 3 作者  通讯作者  8: 59059-59068, http://dx.doi.org/10.1109/ACCESS.2020.2982782.
[42] Ning, Xin, Xu, Shaohui, Li, Weijun, Nie, Shuai. FEGAN: Flexible and Efficient Face Editing With Pre-Trained Generator. IEEE ACCESS[J]. 2020, 第 3 作者  通讯作者  8: 65340-65350, https://doaj.org/article/7ffb4f773f6247da8223fc513739eb57.
[43] 李卫军. PickPatch: A Regularization Method for Deep Face Recognition. CCEAI 2020. 2020, 第 1 作者  通讯作者  
[44] Ning, Xin, Duan, Pengfei, Li, Weijun, Shi, Yuan, Li, Shuang. A CPU Real-Time Face Alignment for Mobile Platform. IEEE ACCESS[J]. 2020, 第 3 作者  通讯作者  8: 8834-8843, https://doaj.org/article/f8d03ee317304e8c8d4336b110b77f67.
[45] Lu, Yaxuan, Li, Weijun, Ning, Xin, Dong, Xiaoli, Zhang, Yankun, Sun, Linjun, IEEE. Face Quality Assessment based on Local Gradient. PROCEEDINGS OF 2020 IEEE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND INFORMATION SYSTEMS (ICAIIS). 2020, 第 11 作者61-65, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000629437100013.
[46] Zhang, Yakun, Li, Weijun, Zhang, Liping, Ning, Xin, Sun, Linjun, Lu, Yaxuan. Adaptive Learning Gabor Filter for Finger-Vein Recognition. IEEE ACCESS[J]. 2019, 第 2 作者  通讯作者  7: 159821-159830, https://doaj.org/article/0c6eb8b8355646eb81061ff7bcdd04f6.
[47] Zhang Yakun, Li Weijun, Zhang Liping, Lu Yaxuan, IEEE. Adaptive Gabor Convolutional Neural Networks for Finger-Vein Recognition. 2019 INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE BIG DATA AND INTELLIGENT SYSTEMS (HPBD&IS). 2019, 第 11 作者219-222, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000491332900039.
[48] 宁欣, 李卫军, 田伟娟, 徐驰, 徐健. 一种自适应模板更新的判别式KCF跟踪方法. 智能系统学报[J]. 2019, 第 2 作者14(1): 121-126, http://lib.cqvip.com/Qikan/Article/Detail?id=7001382665.
[49] Lin, Jianchu, Li, Jinlong, Li, Weijun, Qin, Hong, Chen, Shaojiang. A data transfer method for improving seed identification of maize (Zea mays) haploid breeding based on genetic similarity. PLANT BREEDING[J]. 2019, 第 3 作者  通讯作者  138(6): 790-801, http://dx.doi.org/10.1111/pbr.12746.
[50] Liu Wenjie, Li Weijun, Qin Hong, Li Haoguang, Ning Xin. Research on Identifying Maize Haploid Seeds Using Near Infrared Spectroscopy Based on Kernel Locality Preserving Projection. SPECTROSCOPY AND SPECTRAL ANALYSIS[J]. 2019, 第 2 作者  通讯作者  39(8): 2574-2577, https://www.webofscience.com/wos/woscc/full-record/WOS:000483420700041.
[51] Chen, Peng, Li, Weijun, Sun, Linjun, Ning, Xin, Yu, Lina, Zhang, Liping. LGCN: Learnable Gabor Convolution Network for Human Gender Recognition in the Wild. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS[J]. 2019, 第 2 作者  通讯作者  E102D(10): 2067-2071, https://www.webofscience.com/wos/woscc/full-record/WOS:000488274300020.
[52] 刘文杰, 李卫军, 覃鸿, 李浩光, 宁欣. 基于核局部保持投影的近红外光谱玉米单倍体识别研究. 光谱学与光谱分析[J]. 2019, 第 2 作者39(8): 2574-2577, http://lib.cqvip.com/Qikan/Article/Detail?id=7002627612.
[53] Li Dongyang, Wang Yan, Xu Bin, Li Wenjiang, Li Weijun, Yu Lina, Yang Qing, IEEE. PIPULS: Predicting I/O Patterns Using LSTM in Storage Systems. 2019 INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE BIG DATA AND INTELLIGENT SYSTEMS (HPBD&IS). 2019, 第 11 作者14-21, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000491332900003.
[54] 林琴, 李卫军, 董肖莉, 宁欣, 陈鹏. 基于双目视觉的人脸三维重建. 智能系统学报[J]. 2018, 第 2 作者13(4): 534-542, http://lib.cqvip.com/Qikan/Article/Detail?id=675834692.
[55] Yu, Lina, Liu, Wenjie, Li, Weijun, Qin, Hong, Xu, Jian, Zuo, Min. Non-destructive identification of maize haploid seeds using nonlinear analysis method based on their near-infrared spectra. BIOSYSTEMS ENGINEERING[J]. 2018, 第 3 作者  通讯作者  172: 144-153, http://dx.doi.org/10.1016/j.biosystemseng.2018.05.011.
[56] Li Wei, Li Jinlong, Li Weijun, Liu Liwei, Li Haoguang, Chen Chen, Chen Shaojiang. Near Infrared Spectroscopy Analysis Based Machine Learning to Identify Haploids in Maize. SPECTROSCOPY AND SPECTRAL ANALYSIS[J]. 2018, 第 3 作者38(9): 2763-2769, http://dx.doi.org/10.3964/j.issn.1000-0593(2018)09-2763-07.
[57] Li, Weijun, Huusom, Jakob Kjobsted, Zhou, Zhimao, Nie, Yi, Xu, Yajing, Zhang, Xiangping. Multi-objective optimization of methane production system from biomass through anaerobic digestion. CHINESE JOURNAL OF CHEMICAL ENGINEERING[J]. 2018, 第 1 作者26(10): 2084-2092, http://lib.cqvip.com/Qikan/Article/Detail?id=676803289.
[58] Ni, Fan, Wu, Xingbo, Li, Weijun, Wang, Lei, Jiang, Song. WOJ: Enabling Write-Once Full-data Journaling in SSDs by using weak-hashing-based deduplication. PERFORMANCE EVALUATION[J]. 2018, 第 3 作者127: 56-69, http://dx.doi.org/10.1016/j.peva.2018.09.004.
[59] Ning, Xin, Li, Weijun, Wei, Meili, Sun, Linjun, Dong, Xiaoli, DeMarsico, M, DiBaja, GS, Fred, A. Face Anti-spoofing based on Deep Stack Generalization Networks. PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION APPLICATIONS AND METHODS (ICPRAM 2018). 2018, 第 2 作者317-323, http://dx.doi.org/10.5220/0006568103170323.
[60] Dong Xiaoli, Li Weijun, Ning Xin, Zhang Liping, Lu Yaxuan, Destech Publicat Inc. Stylized Portrait Generation and Intelligent Drawing of Portrait Rendering Robot. INTERNATIONALCONFERENCEONMECHANICALELECTRONICANDINFORMATIONTECHNOLOGYICMEIT2018. 2018, 第 11 作者317-322, 
[61] Ning, Xin, Li, Weijun, Tang, Bo, He, Haibo. BULDP: Biomimetic Uncorrelated Locality Discriminant Projection for Feature Extraction in Face Recognition. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2018, 第 2 作者  通讯作者  27(5): 2575-2586, https://www.webofscience.com/wos/woscc/full-record/WOS:000427195200003.
[62] 张丽萍, 李卫军, 宁欣, 董肖莉, 刘文杰. 一种基于2DHOL特征与(2D)~2FPCA结合的手指静脉识别方法. 计算机辅助设计与图形学学报[J]. 2018, 第 2 作者30(2): 254-261, https://www.jcad.cn/article/doi/10.3724/SP.J.1089.2018.16302.
[63] 李卫军. A Binary Code Learning Method Based on Class-neighborhood for Finger Vein Recognition. The 2018 International conference on Artificial Intelligence: Technologies and Applications (ICAITA2018). 2018, 第 1 作者  通讯作者  
[64] Ning, Xin, Li, Weijun, Tian, Weijuan, Xuchi, Dongxiaoli, Zhangliping, Cheng, L, Leung, ACS, Ozawa, S. Deep Adaptive Update of Discriminant KCF for Visual Tracking. NEURAL INFORMATION PROCESSING (ICONIP 2018), PT VI. 2018, 第 11 作者11306: 441-451, 
[65] 李卫军. 应用三角形坐标系的风格化肖像生成方法. 西安交通大学学报. 2018, 第 1 作者  通讯作者  
[66] Li Wei, Li Jinlong, Li Weijun, Liu Liwei, Li Haoguang, Chen Chen, Chen Shaojiang. Near Infrared Spectroscopy Analysis Based Machine Learning to Identify Haploids in Maize. SPECTROSCOPY AND SPECTRAL ANALYSIS[J]. 2018, 第 3 作者38(9): 2763-2769, https://www.webofscience.com/wos/woscc/full-record/WOS:000444933500017.
[67] 董肖莉, 李卫军, 宁欣, 张丽萍, 路亚旋. 应用三角形坐标系的风格化肖像生成算法. 西安交通大学学报[J]. 2018, 第 2 作者52(4): 139-144, http://lib.cqvip.com/Qikan/Article/Detail?id=7000535007.
[68] Ning, Xin, Li, Weijun, Xu, Jiang. The Principle of Homology Continuity and Geometrical Covering Learning for Pattern Recognition. INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE[J]. 2018, 第 2 作者  通讯作者  32(12): 
[69] Lin, Jianchu, Yu, Lina, Li, Weijun, Qin, Hong. Method for Identifying Maize Haploid Seeds by Applying Diffuse Transmission Near-Infrared Spectroscopy. APPLIED SPECTROSCOPY[J]. 2018, 第 3 作者  通讯作者  72(4): 611-617, https://www.webofscience.com/wos/woscc/full-record/WOS:000431109100011.
[70] Weijun Li, Jakob Kjbsted Huusom, Zhimao Zhou, Yi Nie, Yajing Xu, Xiangping Zhang. Multi-objective optimization of methane production system from biomass through anaerobic digestion. 中国化学工程学报:英文版[J]. 2018, 第 1 作者26(10): 2084-2092, http://lib.cqvip.com/Qikan/Article/Detail?id=676803289.
[71] LIU Wen-jie, LI Wei-jun, LI Hao-guang, QIN Hong, NING Xin. Research on the Method of Identifying Maize Haploid Based on KPCA and Near Infrared Spectrum. 光谱学与光谱分析[J]. 2017, 第 2 作者37(7): 2024-2027, http://ir.semi.ac.cn/handle/172111/28650.
[72] 刘文杰, 李卫军, 李浩光, 覃鸿, 宁欣. 基于KPCA和近红外光谱的鉴别玉米单倍体方法研究. 光谱学与光谱分析[J]. 2017, 第 2 作者37(7): 2024-2027, http://lib.cqvip.com/Qikan/Article/Detail?id=672808644.
[73] 李浩光, 李卫军, 覃鸿, 于丽娜, 于云华, 逄燕. 基于栈式自编码神经网络的包衣单籽粒玉米品种识别. 农业机械学报[J]. 2017, 第 2 作者422-428, http://lib.cqvip.com/Qikan/Article/Detail?id=78897488504849558349485453.
[74] Ning, Xin, Li, Weijun, Liu, Wenjie. A Fast Single Image Haze Removal Method Based on Human Retina Property. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS[J]. 2017, 第 2 作者  通讯作者  E100D(1): 211-214, http://ir.semi.ac.cn/handle/172111/28651.
[75] Liu, Wenjie, Li, Weijun, Sun, Linjun, Zhang, Liping, Chen, Peng, IEEE. Finger Vein Recognition Based on Deep Learning. PROCEEDINGS OF THE 2017 12TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA). 2017, 第 2 作者205-210, 
[76] Liu Wenjie, Li Weijun, Li Haoguang, Qin Hong, Ning Xin. Research on the Method of Identifying Maize Haploid Based on KPCA and Near Infrared. SPECTROSCOPY AND SPECTRAL ANALYSIS[J]. 2017, 第 2 作者  通讯作者  37(7): 2024-2027, https://www.webofscience.com/wos/woscc/full-record/WOS:000405648400007.
[77] 李卫军. Livenss detection using texture and 3D. Springer International Publishing. 2016, 第 1 作者  通讯作者  
[78] 李卫军. 一种添加历史数据的近红外光谱特征提取方法研究. 光谱学与光谱分析. 2016, 第 1 作者  通讯作者  
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[80] 覃鸿, 马竞一, 陈绍江, 严衍禄, 李卫军, 王平, 刘金. 基于近红外漫反射与漫透射光谱的玉米单倍体鉴别比较研究(英文). 光谱学与光谱分析[J]. 2016, 第 5 作者36(1): 292-297, http://lib.cqvip.com/Qikan/Article/Detail?id=667670127.
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[102] 谌琛, 李卫军, 陈亮, 覃鸿, 来疆亮. 一种自适应的仿生图像增强方法:LDRF算法. 智能系统学报[J]. 2012, 第 2 作者7(5): 404-408, http://lib.cqvip.com/Qikan/Article/Detail?id=43878482.
[103] 张丽萍, 李卫军, 王平, 安冬. 玉米品种近红外光谱鉴别技术中的参数漂移问题研究. 光谱学与光谱分析[J]. 2012, 第 2 作者32(10): 2785-2788, http://lib.cqvip.com/Qikan/Article/Detail?id=43415295.
[104] 赵慧敏, 李卫军, 刘扬阳, 谌琛, 陈亮. 基于三高斯滤波的低质指纹图像增强方法. 智能系统学报[J]. 2012, 第 2 作者7(6): 489-493, http://lib.cqvip.com/Qikan/Article/Detail?id=44504120.
[105] 卢洋, 梁先扬, 李卫军, 张伟风. 基于近红外光谱短波段的玉米品种鉴别研究. 河南大学学报:自然科学版[J]. 2012, 第 3 作者42(3): 239-243, http://lib.cqvip.com/Qikan/Article/Detail?id=42146338.
[106] 李卫军. 图像退化过程中的同源连续性研究. LNCS. 2011, 第 1 作者  通讯作者  
[107] 李阳鹏, 李卫军, 来疆亮. 玉米品种近红外光谱的DFT特征分析方法. 光谱学与光谱分析[J]. 2011, 第 2 作者31(1): 119-122, http://lib.cqvip.com/Qikan/Article/Detail?id=36246067.
[108] Chen Liang, Li Weijun, Chen Chen, Deng H, Miao DQ, Lei JS, Wang FL. Research on the Principle of Homology-Continuity in Image Degradation. ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE, PT II. 2011, 第 11 作者7003: 255-263, 
[109] Qin Hong, Wang Huirong, Li Weijun, Jin Xiaoxian. Application of DPLS-Based LDA in Corn Qualitative Near Infrared Spectroscopy Analysis. SPECTROSCOPY AND SPECTRAL ANALYSIS[J]. 2011, 第 3 作者  通讯作者  31(7): 1777-1781, http://ir.semi.ac.cn/handle/172111/22719.
[110] Wang Huirong, Li Weijun, Liu Yangyang, Chen Xinliang, Lai Jiangliang. Study on Discrimination of Varieties of Corn Using Near-Infrared Spectroscopy Based on GA and LDA. SPECTROSCOPY AND SPECTRAL ANALYSIS[J]. 2011, 第 2 作者  通讯作者  31(3): 669-672, http://ir.semi.ac.cn/handle/172111/21371.
[111] 李卫军. 基于DPLS特征提取的LDA方法在玉米近红外光谱定性分析中的应用. 光谱学与光谱分析. 2011, 第 1 作者  通讯作者  
[112] Wang Huirong, Li Weijun, Liu Yangyang, Chen Xinliang, Lai Jiangliang. Study on Discrimination of Varieties of Corn Using Near-Infrared Spectroscopy Based on GA and LDA. SPECTROSCOPYANDSPECTRALANALYSIS[J]. 2011, 第 2 作者  通讯作者  31(3): 669-672, http://ir.semi.ac.cn/handle/172111/21371.
[113] Li Yangpeng, Li Weijun, Lai Jiangliang. DFT Feature Analysis of Corn Varieties Based on Near Infrared Spectra. SPECTROSCOPY AND SPECTRAL ANALYSIS[J]. 2011, 第 2 作者  通讯作者  31(1): 119-122, http://ir.semi.ac.cn/handle/172111/21373.
[114] 王守觉. 硬限幅多阈值神经元在组合逻辑设计中的应用. 电路与系统学报[J]. 2011, 16(1): 2-2412, VIP_JournalArticle.
[115] Qin Hong, Wang Huirong, Li Weijun, Jin Xiaoxian. Application of DPLS-Based LDA in Corn Qualitative Near Infrared Spectroscopy Analysis. SPECTROSCOPY AND SPECTRAL ANALYSIS[J]. 2011, 第 3 作者  通讯作者  31(7): 1777-1781, http://ir.semi.ac.cn/handle/172111/22719.
[116] 李卫军. 一种改进的仿生图像处理方法. LNCS. 2011, 第 1 作者  通讯作者  
[117] 刘扬阳. 基于遗传算法与线性鉴别的近红外光谱玉米品种鉴别研究. 光谱学与光谱分析. 2010, 
[118] 李卫军. 玉米品种近红外光谱的特征分析与鉴别方法. 光谱学与光谱分析. 2010, 第 1 作者  通讯作者  
[119] 金小贤, 李卫军, 陈旭, 王守觉. 一种基于视觉特性的仿生图像增强算法. 计算机辅助设计与图形学学报[J]. 2010, 第 2 作者22(3): 534-537,544, https://www.jcad.cn/article/id/36dfafd6-7bbd-4ef5-bc74-d4f0609375c1.
[120] Wang Huirong, Chen Xinliang, Li Weijun, Lai Jiangliang. Feature Analysis and Discrimination of Varieties of Corn Based on Near Infrared Spectra. SPECTROSCOPY AND SPECTRAL ANALYSIS[J]. 2010, 第 3 作者  通讯作者  30(12): 3213-3216, http://ir.semi.ac.cn/handle/172111/22877.
[121] Chen Xinliang, Wang Hui Rong, Li Wei Jun, Lai Jiang Liang. A Frequency Selection Method of NIR Spectroscopy for Discrimination of Maize Seed Varieties. SPECTROSCOPY AND SPECTRAL ANALYSIS[J]. 2010, 第 3 作者30(11): 2919-2922, http://ir.semi.ac.cn/handle/172111/21375.
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发表著作
(1) 近红外光谱定性分析原理、技术及应用, 科学出版社, 2020-12, 第 1 作者
(2) Applications of Topology and Geometry in Computer Vision, Australia Academic Press PTY. LTD., 2021-07, 第 2 作者

科研活动

   
科研项目
( 1 ) 知识融合的神经网络分治约简符号回归方法, 负责人, 国家任务, 2024-01--2026-12
( 2 ) 2023年度中科院稳定支持基础研究领域青年团队——数据与智能驱动的新一代科学模型与算法, 负责人, 中国科学院计划, 2023-07--2028-06
( 3 ) 中医AI技术转让与转化, 负责人, 境内委托项目, 2022-12--2027-12
( 4 ) 人工智能医疗器械创新任务揭榜——方向五:智能中医诊疗产品, 负责人, 国家任务, 2021-12--2024-06

合作情况

深圳威富集团

指导学生

已指导学生

谌琛  硕士研究生  080902-电路与系统  

陈亮  硕士研究生  080902-电路与系统  

李同宇  硕士研究生  080902-电路与系统  

阮晓虎  硕士研究生  085208-电子与通信工程  

师亚亭  硕士研究生  085208-电子与通信工程  

林琴  硕士研究生  085208-电子与通信工程  

李浩光  博士研究生  080902-电路与系统  

宁欣  博士研究生  080902-电路与系统  

刘文杰  博士研究生  080902-电路与系统  

董肖莉  博士研究生  080902-电路与系统  

张丽萍  博士研究生  080902-电路与系统  

陈鹏  博士研究生  080902-电路与系统  

孙琳钧  博士研究生  080902-电路与系统  

林剑楚  博士研究生  080902-电路与系统  

路亚旋  博士研究生  080902-电路与系统  

张亚坤  博士研究生  080902-电路与系统  

翟宇佳  硕士研究生  080902-电路与系统  

王国俊  硕士研究生  085211-计算机技术  

仝月榕  硕士研究生  080902-电路与系统  

田昊  硕士研究生  085400-电子信息  

现指导学生

马双翼  博士研究生  080902-电路与系统  

何金钟  硕士研究生  085400-电子信息  

张明  硕士研究生  080902-电路与系统  

刘婧逸  博士研究生  080902-电路与系统  

冉航  博士研究生  080902-电路与系统  

李文强  硕士研究生  085400-电子信息  

魏舒  博士研究生  080902-电路与系统  

邓宇松  硕士研究生  080902-电路与系统  

余在洋  博士研究生  080902-电路与系统  

谢锦龙  硕士研究生  085400-电子信息  

赵荣峰  硕士研究生  080902-电路与系统  

王宇昊  硕士研究生  085400-电子信息  

韩聚峰  硕士研究生  085400-电子信息  

李彦杰  博士研究生  080902-电路与系统