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1. Hengmin Zhang, Chen Gong, Jianjun Qian*, Bob Zhang, Chunyan Xu, Jian Yang*. Efficient Recovery of Low Rank Matrix via Double Nonconvex Nonsmooth Rank Minimization. IEEE Transactions on Neural Networks and Learning Systems, 2019, To appear
2. Hengmin Zhang, Jianjun Qian*, Junbin Gao, Jian Yang* and Chunyan Xu. Scalable Proximal Jacobian Iteration Method with Global Convergence Analysis for Nonconvex Unconstrained Composite Optimizations. IEEE Transactions on Neural Networks and Learning Systems, 2019, To appear
3. Jian Yang #, Lei Luo #, Jianjun Qian #, Ying Tai, Fanlong Zhang, Yong Xu, Nuclear Norm based Matrix Regression with Applications to Face Recognition with Occlusion and Illumination Changes, IEEE Transactions on Pattern analysis and machine intelligence, 2017, 39(1): 156-171. [# co-first author]
4. Jianjun Qian, Jian Yang and Yong Xu. Local Structure-based Image Decomposition for Feature Extraction with Applications to Face Recognition. IEEE Trans on Image Processing, 22 (9), 2013, 3591-3603
5. Jianjun Qian and Jian Yang et.al. Discriminative Histograms of Local Dominant Orientation (D-HLDO) for Biometric Image Feature Extraction. Pattern Recognition, 46 (2013) 2724–2739
6. Jianjun Qian, Lei Luo, Jian Yang, FanLong Zhang and Zhouchen Lin. Robust Nuclear Norm Regularized Regression for Face Recognition with Occlusion. Pattern Recognition , 48(10), 3145-3159 (2015)
7. Jianjun Qian, Jian Yang, et al. Exploring Deep Gradient Information for Biometric Image Feature Representation, Neurocomputing, 2016, 213:162-171.
8. Jianjun Qian, Jian Yang etc. Histogram of Visual Words based on Locally Adaptive Regression Kernels Descriptors for Image Feature Extraction, Neurocomputing，129 (2014) 516 – 527
9. Jianchun Xie, Jian Yang, Jianjun Qian, Ying Tai, and Hengmin Zhang, Robust Nuclear Norm-based Matrix Regression with Applications to Robust Face Recognition, IEEE Trans. on Image Processing, VOL. 26, NO. 5, MAY 2017, 2286 – 2295
10. Lei Luo, Jian Yang, Jianjun Qian, Ying Tai, Gui-Fu Lu. Robust Image Regression Based on the Extended Matrix Variate Power Exponential Distribution of Dependent Noise. IEEE Trans. Neural Netw. Learning Syst. 28(9): 2168-2182(2017)
11. Jian Li, Yabiao Wang, Changan Wang, Ying Tai, Jianjun Qian*, Jian Yang*, Chengjie Wang, Jilin Li and Feiyue Huang. DSFD:Dual Shot Face Detector. IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR) 2019
12. Jiaxin Chen, Jianjun Qian, Zhihui Lai. Coarse-to-Fine Age Progression based on Conditional GANs. In: ACPR 2017. (Oral)
13. Jian Li, Jianjun Qian, Jian Yang. Object detection via Feature Fusion based Single Network. In: ICIP 2017
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