个人简历

教育背景
2000.4-2003.3 中科院自动化所模式识别国家重点实验室 博士生
1997.9-2000.3 东南大学自动化系 硕士生
1993.9-1997.7 中国纺织大学（现东华大学）自动化系 本科生

工作经历
2011.8-至今 南京信息工程大学 信息与控制学院 教授
2014.1-至今 江苏省大数据分析技术重点实验室 主任
2006.4-2011.8 先后任美国Rutgers计算机系访问学者、博士后研究员、助理研究教授
2004.6-2005.4 香港中文大学讯息工程系访问学者
2003.4-2005.12 先后任中科院自动化所模式识别国家重点实验室助理研究员、副研究员

研究领域

图像理解、视频分析、模式识别、机器学习等

近期论文

[1] Xiaotong Yuan, Qingshan Liu, New-Type Greedy Selection Methods for l0-Constrained Minimization, Accept by IEEE Trans. Pattern Analysis and Machine Intelligence, 2017
[2] Guangcan Liu, Qingshan Liu, Ping Li, Blessing of Dimensionality: Recovering Mixture Data via Dictionary Pursuit, IEEE Trans. on Pattern Analysis and Machine Intelligence, 39(1): 47-60, 2017
[3] Qingshan Liu, Yubao Sun, Cantian Wang, Tongliang Liu, Dacheng Tao，Elastic Net Hypergraph Learning for Image Clustering and Semi-Supervised Classification. IEEE Trans. on Image Processing, 26(1): 452-463，2017
[4] Qingshan; Liu, Guangcan; Li, Lai; Yuan, Xiaotong; Wang, Meng; Liu, Wei, Reversed Spectral Hashing, To appear in IEEE Trans. On Neural Networks and Learning Systems, 2017
[5] Qingshan Liu, Jiankang Deng, Jing Yang, Guangcan Liu, Dacheng Tao，Adaptive Cascade Regression Model For Robust Face Alignment, IEEE Trans. on Image Processing, 26(2): 797-807，2017
[6] Qingshan Liu, Jing Yang, Jiankang Deng, Kaihua Zhang, Robust Facial Landmark Tracking via Cascade Regression, Pattern Recognition, 66: 53-62 (2017)
[7] Qingshan Liu, Jing Yang, Kaihua Zhang, Yi Wu, Adaptive Compression Tracking via Online Vector Boosting Feature Selection, To appear in IEEE Trans. Cybernetics, 2017
[8] Renlong Hang, Qingshan Liu, Huihui Song, Yubao Sun, Fuping Zhu, Hucheng Pei, Graph Regularized Nonlinear Ridge Regression for Remote Sensing Data Analysis, To appear in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017
[9] Guangcan Liu, Huan Xu, Jinghui Tang, Qingshan Liu, Shuicheng Yan, A Deterministic Analysis for LRR, IEEE Trans. On Pattern Analysis and Machine Intelligence, 38(3): 417-430, 2016
[10] Qingshan Liu, Jiankang Deng, Dacheng Tao, Dual Sparse Constrained Cascade Regression for Robust Face Alignment, IEEE Trans. On Image Processing, 25(2): 700-712, 2016
[11] Kaihua Zhang, Qingshan Liu, Yi Wu, Ming-Hsuan Yang, Robust Visual Tracking via Convolutional Networks without Training, IEEE Trans. On Image Processing, 25(4):1779-1792, 2016.
[12] Changsheng Li, Qingshan Liu, Weishan Dong, ect, Max-Margin based Discriminative Feature Learning, IEEE Trans. On Neural Networks and Learning Systems, 27(12): 2768-2775, 2016.
[13] Renlong Huang, Qingshan Liu, Huihui Song, Matrix-based Discriminant Subspace Ensemble for Hyperspectral Spatial-Spectral Feature Fusion, IEEE Trans. on Geoscience and Remote Sensing, 54(2): 783-794, 2016
[14] Jiankang Deng, Qingshan Liu, Jing Yang, Dacheng Tao, M3CSR: Multi-view, Multi-scale and Multi-component Cascade Shape Regression, Image and Vision Computing, 47: 19-26, 2016.
[15] Xiaotong Yuan, Zhenzhen Wang, Qingshan Liu, Efficient λ2 Kernel Linearization via Random Feature Maps, IEEE Trans. On Neural Networks and Learning Systems, 27(11): 2448-2453, 2016
[16] Jun Xu, Lei Xiang, Qingshan Liu, Gilmore Hannah, Wu J, Jinghai Tang , Madabhushi A Stacked Sparse Autoencoder (SSAE) for Nuclei Detection on Breast Cancer Histopathology images, IEEE Trans. On Medical Imaging, 35(1): 119-130, 2016.
[17] Changsheng Li, Qingshan Liu, Weishan Dong, Xiaobin Zhu, Jing Liu, Hanqing Lu, Human Age Estimation Based on Locality and Ordinal Information. IEEE Trans. On Cybernetics, 45(11): 2522-2534, 2015.
[18] Changsheng Li, Qingshan Liu, Jing Liu, Hanqing Lu, Ordinal Distance Metric Learning for Image Ranking, IEEE Trans. On Neural Networks and Learning Systems, 26(7): 1551-1559, 2015.
[19] Kaihua Zhang, Qingshan Liu, Huihui Song, and Xuelong Li, A Variational Approach to Simultaneous Image Segmentation and Bias Correction, IEEE Transactions on Cybernetics, 45(8): 1426-1437, 2015
[20] Lin Zhong, Qingshan Liu, Peng Yang, Junzhou Huang, Dimitris N. Metaxas, Learning Multiscale Active Facial Patches for Expression Analysis. IEEE Trans. on Cybernetics, 45(8): 1499-1510, 2015