北京邮电大学人工智能学院导师简介-郭军

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郭军

郭老师北京邮电大学信息与通信工程学院教授
北京市政协委员
北京市高级知识分子联谊会理事

1996年破格晋升为教授
1994年任北京邮电大学副教授
1990.3-1993.3 日本东北学院大学电气工程专业博士研究生
1988年任北京邮电学院讲师
1985年任北京邮电学院助教
1982.9-1985.3 北京邮电学院信号电路与系统专业硕士研究生
1978.9-1982.7 北京邮电学院计算机与通信专业本科生

主要研究领域：模式识别、Web搜索、生物信息学、网络管理等。

    在Science、Nature在线刊物Scientific Reports、IEEE Trans. on PAMI、Pattern Recognition、Plos ONE、AAAI、CVPR、SIGIR、ICPR、ICCV等国际著名刊物和会议上发表了多篇论文。
    出版《网络管理》、《图像处理与识别》、《Web搜索》等本科生和研究生教材5部，其中《网络管理(第2版)》获2004年度北京市高等教育精品教材。
    指导博士生获得2011年度北京市优秀博士学位论文。主持完成国家级科研项目10余项。

近期主持的项目

    Research on Network Security and Information Security in Mobile Internet, funded by The Next-Generation Broadband Wireless Mobile Communications Network Technology Key Project under Grant No. 2011ZX03002-005-01, 2011.1-2013.1.
    Web Multimedia filter based on EMF, 863 high-tech project, funded by Ministry of Science and Technology, 2008.1-2011.1, No.2007AA01Z417.
    Research on Web image document file filtering, funded by National Nature Science Foundation of China, 2005.1-2005.12, No.60475007.
    Activation force-based complex networks modeling and its applications, funded by National Nature Science Foundation of China, 2013.1-2016.12, No. 61273217.
    Advanced Intelligence and Network Service, Chinese 111 program, No. B08004.

近期发表的期刊论文

    Jun Guo, Hanliang Guo and Zhanyi Wang, An Activation Force-based Affinity Measure for Analyzing Complex Networks. Nature online magazine: Scientific Reports, 2011. http://www.nature.com/srep/2011/111012/srep00113/full/srep00113.html.
    Guo J, Guo H, Wang Z (2014) Inferring the Temporal Order of Cancer Gene Mutations in Individual Tumor Samples. PLoS ONE 9(2): e89244. doi:10.1371/ journal.pone.0089244.
    Jun Guo, Guang, Chen, Weiran Xu, Word Activation Forces: Distinctive Statistics Revealing Word Associations, Wireless Personal Comm. Vol. 66, no. 3, 511-521, 2012.
    Weihong Deng, Jun Guo, Jiani Hu, Hongang Zhang, Comment on “100% Accuracy in Automatic Face Recognition”, Science, vol. 321. no. 5891, 912, 2008.
    Weihong Deng, Jiani Hu, Jun Guo, Extended SRC: Undersampled Face Recognition via Intraclass Variant Dictionary, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 34, no. 9, 1864-1870, 2012.
    Weihong Deng, Yebin Liu, Jiani Hu, Jun Guo: The small sample size problem of ICA: A comparative study and analysis, Pattern Recognition, vol. 45, no. 12, pp. 4438-4450, 2012.
     Qun Li, Honggang Zhang, Jun Guo, Bir Bhanu, Le An. Reference-based scheme combined with K-SVD for scene image categorization. IEEE Signal Process. Lett., 20(1):67-70. 2013.
    Weihong Deng, Jiani Hu, Jun Guo, Hongang Zhang, Chuang Zhang, Comments on “Globally Maximizing, Locally Minimizing: Unsupervised Discriminant Projection with Application to Face and Palm Biometrics”, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 30. no. 8, 1503–1504, 2008.
    Weihong Deng, Jiani Hu, Jun Guo, Weidong Cai, Dagan Feng, Robust, accurate and efficient face recognition from a single training image: A uniform pursuit approach, Pattern Recognition, vol. 43. no. 5, 1748-1762, 2010.
    Weihong Deng, Jiani Hu, Jun Guo, Weidong Cai, Dagan Feng, Emulating biological strategies for uncontrolled face recognition, Pattern Recognition, vol. 43. no. 6, 2210-2223, 2010.
    Jiani Hu, Weihong Deng, Jun Guo, Weiran Xu. Learning a Locality Discriminating Projection for Classication, Knowledge-Based Systems, vol. 22, no. 8, 562-568, 2009.
    Zhang Honggang, Deng Weihong, Guo Jun, Yang Jie. Locality Preserving and Global Discriminant Projection with Prior Information, Machine Vision and Applications, 21(4):577-585, 2010
    Chun-Guang Li, Jun Guo, and Bo Xiao, Intrinsic Dimensionality Estimation within Neighborhood Convex Hull, International Journal of Pattern Recognition and Artificial Intelligence, vol. 23, no. 1, 31-44, 2009.
    Wei Chen, Gang LIU, Jun GUO, Shinichiro OMACHI, Masako OMACHI, and Yujing GUO, A novel confidence feature extraction algorithm based on latent topic similarity, IEICE Transactions on Information and Systems, E93-D(8), 2243-2251, 2010.
    Haifeng Shen, Gang Liu, Jun Guo, Mixed environment compensation based on maximum a posteriori estimation for robust speech recognition, Artificial Intelligence Review, 32:1–11, 2009.

近期发表的会议论文

    Weihong Deng, Jiani Hu, Jun Guo, In Defense of Sparsity Based Face Recognition, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013.
     Mingzhi Dong, Liang Yin, Weihong Deng, Li Shang, Jun Guo, Honggang Zhang, A Maximum K-Min Approach for Classification, Proceedings of the Twenty-eventh AAAI Conference on Artificial Intelligence, 2013.
    Li Si, Zhengjun Zha, Zhaoyan Ming, Meng Wang, Tat-Seng Chua, Guo Jun, Xu Weiran, Product Comparison using Comparative Relations, The 34th Annual ACM SIGIR Conference, Beijing, 2011.
    Cao Yudong, Zhang Honggang, Guo Jun, Weakly Supervised Locality Sensitive Hashing For Duplicate Image Retrieval, IEEE International Conference on Image Processing (ICIP’11), Brussels, 2011.
    Wang Qiang, Liu Gang, Guo Zhiyuan, Guo Jun, Chen Xiaoyu, Structural fingerprint based hierarchical filtering in song identification, IEEE International Conference on Multimedia and Expo (ICME’11), Barcelona, 2011.
    Hu Jiani, Deng Weihong, Guo Jun, 2D projective transformation based active shape model for facial feature location, The 8th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD’11), Shanghai, 2011.
    Lu Wenting, Li Lei, Li Tao, Zhang Honggang, Guo Jun, Web Multimedia Object Clustering via Information Fusion, The 11th International Conference on Documents Analysis and Recognition (ICDAR’11), Beijing, 2011.
    Cao Yudong, Zhang Honggang, Guo Jun, Title Matching Image with Multiple Local Features, The 20th International Conference on Pattern Recognition (ICPR’10), Istanbul, Aug. 23-26, 2010.
    Li Si, Zhang Hao, Xu Weiran, Chen Guang, Guo Jun, Exploiting Combined Multi-level Model for Document Sentiment Analysis, The 20th International Conference on Pattern Recognition (ICPR’10), Istanbul, Aug. 23-26, 2010.
    Liu Lixia, Zhang Honggang, Feng Aiping, Wan Xinxin, Guo Jun, Simplified Local Binary Pattern Descriptor for Character Recognition of Vehicle License Plate, The 7th International Conference Computer Graphics, Imaging and Visualization, Sydney, Aug. 7-9, 2010.
    Wang Zhanyi, Xu Weiran, Hujiani, Guo Jun, Improving Entity Retrieval Models with Semantic Category Information, The 8th International Conference on Natural Language Processing (ICON 2010), Kharagpur, India, 2010.
    Chun-Guang Li, Jun Guo, and Hong-gang Zhang, “Learning Bundle Manifold by Double Neighborhood Graphs”, The 9th Asian Conference on Computer Vision (ACCV 2009), Xi’an, 2010.
    Zhang Honggang, Guo Jun, Guang Chen, Chunguang Li, HCL2000—A Large-scale Handwritten Chinese Character Database for Handwritten Character Recognition, The 10th IEEE International Conference on Document Analysis and Recognition (ICDAR’09), Barcelona, 2009.
    Jiani Hu, Weihong Deng, Jun Guo. Semi-Supervised Learning Based on Label Propagation through Submanifold, The 6th International Symposium on Neural Networks, Wuhan, 2009.
    Xu Weiran, Liu Dongxin, Guo Jun, Cai Yichao, Hu Rile, Supervised Dual-PLSA for Personalized SMS Filtering, The 5th Asia Information Retrieval Symposium, Sapporo, 2009.
    Zhang Honggang, Lorant Toth, Deng Weihong, Guo Jun, Yang Jie, Monitoring Visual Focus of Attention via Local Discriminant Projection”, ACM International Conference on Multimedia Information Retrieval (MIR’08), Vancouver, 2008.
    Honggang Zhang, Jie Yang, Weihong Deng, Jun Guo, Handwritten Chinese Character Recognition Using Local Discriminant Projection with Prior Information, The 19th International Conference on Pattern Recognition, (ICPR 2008), Florida, 2008.