庄连生


电话：+86-
Email: lszhuang@ustc.edu.cn
个人主页：http://staff.ustc.edu.cn/~lszhuang

主要研究方向：目标识别、机器学习和图像检索。

庄连生，男，现为中国科学技术大学副教授，2001年与2006年于中国科学技术大学获学士学位与博士学位。自2006年起，任职于中国科学技术大学信息科学技术学院。2011年3月至2011年11月，被提名参加微软亚洲研究院的“STARTRACKER”项目，主要从事目标识别与稀疏表示方面的工作。2012年2月至2013年2月，任加州伯克利大学访问****。

主要讲授课程：算法导论、嵌入式系统设计、信息安全法基础。

代表性论文：
[01] Label Information Guided Graph Construction for Semi-supervised Learning, Liansheng Zhuang, Zihan Zhou, Shenghua Gao, Jingwen Yin, Zhouchen Lin, Yi Ma, IEEE Transactions on Image Processing, Vol.26, No.9, Sept.2017:4182-4192.
[02] Multi-level visual tracking with hierarchical tree structural constraint, Jingjing Wang, Nenghai Yu, Feng Zhu, Liansheng Zhuang, Neurocomputing, Vol.202, August 2016:1-11.
[03] Locality-Preserving Low-Rank Representation for Graph Construction from Nonlinear Manifolds, Liansheng Zhuang, Jingjing Wang, Zhouchen Lin, Allen Y. Yang, Yi Ma, Nenghai Yu, Neurocomputing, Vol.175, January 2016:715-722;
[04] Constructing a Non-Negative Low-Rank and Sparse Graph with Data-Adaptive Features, Liansheng ZHUANG, Shenghua GAO, Jinhui TANG, Jingjing WANG, Zhouchen LIN, Yi MA, Nenghai YU, IEEE Transactions on Image Processing (T-IP), Vol.24, No.11, November 2015:3717-3727.
[05] Online Shared Dictionary Learning for Visual Tracking, Jingjing Wang, Liansheng Zhuang, Nenghai Yu, Proceedings of the 7th International Conference on Internet Multimedia Computing and Service (ICIMCS), 2015:22:1-22:5.
[06] Sparse Illumination Learning and Transfer for Single-Sample Face Recognition with Image Corruption and Misalignment, Liansheng ZHUANG, Tsung-Han Chan, Allen Y. Yang, S. Shankar Sastry, Yi Ma, International Journal of Computer Vision (IJCV), Vol.114, 2015:272-287.(A preliminary version was published in CVPR 2013)
[07] Neither Global Nor Local: Regularized Patch-Based Representation for Single Sample Per Person Face Recognition, Shenghua Gao, Kui Jia, Liansheng Zhuang, Yi Ma, International Journal of Computer Vision (IJCV), Vol.111, 2015:365-383;
[08] D-SIFT: An Extended SIFT Feature in DCT Domain (in Chinese), Liansheng ZHUANG, Chi Fei, Hangshi Zhong, Nenghai Yu, Journal of Computer-Aided Design & Computer Graphics, Vol.27, No.10, 2015:1859-1864. (This paper won the Best Paper Award in HHME 2014.)
[09] Unsupervised Feature Learning for RGB-D Image Classification, I-Hong Jhuo, Shenghua Gao, Liansheng Zhuang, D.T. Lee, Yi Ma, Proceedings of the 12th Asian Conference on Computer Vision (ACCV), September 2014:276-289.
[10] Single-Sample Face Recognition with Image Corruption and Misalignment via Sparse Illumination Transfer, Liansheng ZHUANG, Allen Yang, S. Shankar Sastry, Zihan Zhou, Yi Ma, in Proceedings of CVPR 2013, 2013;
[11] Regularized Semi-supervised Latent Dirichlet Allocation via Low Rank Graph, Liansheng ZHUANG, Haoyuan Gao, Jiebo LUO, Zhouchen LIN, Neurocomputing, Vol. 119, November 2013: 26-32. (A preliminary version was published in MMM 2011)
[12] Non-negative Low Rank and Sparse Graph for Semi-supervised Learning, Liansheng ZHUANG, Haoyuan Gao, Zhouchen LIN, Yi MA, Nenghai YU, in Proceedings of CVPR 2012, 2012;
[13] Patch-based Face Recognition in Large Pose Variation (in Chinese), Qiang Ping, Liansheng ZHUANG, Nenghai YU, in Chinese Journal of Electronics, 2012.
[14] Non-negative Sparse Locally Linear Coding (in Chinese), Liansheng ZHUANG, Haoyuan GAO, Chao LIU, Nenghai YU, The 7th Joint Conference on Harmonious Human Machine Environment (HHME2011), Beijing, Sept. 17-18, 2011; (Excellent Paper Prize, 1/2)
[15] A New Graph Constructor for Semi-supervised Discriminant Analysis via Group Sparsity, Haoyuan GAO, Liansheng ZHUANG, Nenghai YU, in ICIG2011, Aug. 12-15, 2011;
[16] Pose-robust Face Recognition via Part based Sparse Representation (in Chinese), Qiang PING, Liansheng ZHUANG, Nenghai YU, Journal of Univerisity of Science and Technology of China, vol.41, Nov. 2011.
[17] SVD Based Linear Filtering in DCT Domain, Liansheng ZHUANG, Rui ZHAO, Nenghai YU, ICIP2010, Sept. 26-29, 2010, Hong Kong;
[18] A Robust Part-based Tracker, Wei ZHOU, Liansheng ZHUANG, Nenghai YU, 2010 IEEE International Conference on Multimedia & Expo (ICME2010), July 19 to 23, 2010, Singapore;
[19] Low-Resolution Face Recognition via Sparse Representation of Patches, Liansheng ZHUANG, MengLiao WANG, Nenghai YU, ICIG2009, Sep.21-24, 2009;
[20] Image classification via Semi-Supervised pLSA, Liansheng ZHUANG, Lanbo SHE, Yuning JIANG, Nenghai YU, Ketan TANG, ICIG2009, Sep.21-24, 2009;
[21] Fast Way to Detect Salient Object based on Segments, Liansheng ZHUANG, Ketan TANG, Nenghai YU, Yangchun QIAN, 2009 International Conference on Measuring Technology and Mechatronics Automation (ICMTMA2009), April 11-12, 2009;
[22] Learning Object from Small and Imbalanced Dataset with Boost-BFKO, Liansheng ZHUANG, Wei ZHOU, Qi Tian, Nenghai YU, 2008 IEEE International Conference on Multimedia & Expo (ICME2008), June 23-26, 2008, Hannover, Germany;