X. Shi, F. Xing , K. Xu, S. Manish, L. Yang, Asymmetric Discrete Graph Hashing, in Proceedings of 31 AAAI Conference on Artificial Intelligence (AAAI), 2017 to be appeared.

X. Shi, F. Xing, J. Cai, Z. Zhang, Y. Xie, L. Yang, Kernel-Based Supervised Discrete Hashing for Image Retrieval, In Proceedings of 14th European Conference on Computer Vision (ECCV), 2016 [pdf]

F. Xing, X. Shi, Z. Zhang, J. Cai, Y. Xie, L. Yang, Transfer Shape Modeling Towards High-Throughput Microscopy Image Segmentation, In Proceedings of the 19th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2016

Z. Zhang, F. Xing, X. Shi, L. Yang, SemiContour: A Semi-supervised Learning Approach for Contour Detection, In Proceedings of International Conference on Computer Vision and Pattern Recognition (CVPR), 2016

X. Shi, Z. Guo, F. Nie, L. Yang, J. You, D. Tao, Two-Dimensional Whitening Reconstruction for Enhancing Robustness of Principal Component Analysis, IEEE Trans. Pattern Anal. Mach. Intell. (TPAMI), 38(10): 2130-2136 (2016) [pdf]

X. Shi, Z. Guo, Y. Yang, L. Yang, Within-class penalty based multi-class support vector machine, In Proceedings of International Conference on Image Processing. (ICIP), 2015

X. Shi, Z. Guo, Z. Lai, Y. Yang, Z. Bao, D. Zhang, A Framework of Joint Graph Embedding and Sparse Regression for Dimensionality Reduction, IEEE Trans. Image Processing (TIP), 24(4): 1341-1355 (2015) [pdf]

X. Shi, Y. Yang, Z. Guo, Z. Lai, Face recognition by sparse discriminant analysis via joint L2,1-norm minimization, Pattern Recognition (PR), 47(7):2447-53 2014 [pdf]

X. Shi, Z. Lai, Z. Guo, M. Wan, C. Zhao, H. Kong, Sparse Principal Component Analysis via Joint L2,1-Norm Penalty, Australasian Joint Conference on Artificial Intelligence (AJCAI), 47(7):2013