个人简介
学习经历
2012/09-2016/12，东北师范大学，统计学专业，博士
2013/08-2014/08，加州大学戴维斯分校，计算机科学学院，联合培养博士研究生
2009/09-2012/06，东北师范大学，计算机软件与理论专业，硕士
2005/09-2009/07，东北师范大学，计算机科学与技术专业，学士
工作经历
2017/03-至今，东北师范大学，信息科学与技术学院，讲师
2017/03-2019/03，东北师范大学，环境学院，博士后
近期论文
查看导师新发文章
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(1) Yugen Yi, Jianzhong Wang, Wei Zhou, Caixia Zheng, Jun Kong and Shaojie Qiao. Non-Negative Matrix Factorization with Locality Constrained Adaptive Graph[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2019.
(2) Caixia Zheng, Rui Zhao, Fucong Liu, Jun Kong, Jianzhong Wang*, Chao Bi, Yugen Yi*. Dimensionality Reduction via Multiple Locality-Constrained Graph Optimization[J]. IEEE Access, 2018, 6: 54479-54494.
(3) Caixia Zheng, Yugen Yi, Miao Qi, Fucong Liu, Chao Bi, Jianzhong Wang*, Jun Kong**. Multicriteria-based active discriminative dictionary learning for scene recognition[J]. IEEE Access, 2018, 6: 4416-4426.
(4) Yugen Yi, Shaojie Qiao*, Wei Zhou, Caixia Zheng, Qinghua Liu, Jianzhong Wang**. Adaptive multiple graph regularized semi-supervised extreme learning machine[J]. Soft Computing, 2018, 22(11): 3545-3562.
(5) Yugen Yi, Wei Zhou*, Qinghua Liu, Guoliang Lu, Jianzhong Wang*, Yuming Fang, Caixia Zheng. Ordinal preserving matrix factorization for unsupervised feature selection[J]. Signal Processing: Image Communication, 2018, 67: 118-131.
(6) Chengxi Wang, Xueyan Yin, Lin Yang, Chengrong Gong, Caixia Zheng*, Yugen Yi*. Scene recognition based on integrating active learning with dictionary learning[C]. Ninth International Conference on Graphic and Image Processing (ICGIP 2017). International Society for Optics and Photonics, 2018, 10615: 1061514.
(7) Jianzhong Wang , Rui Zhao, Yang Wang, Caixia Zheng, Jun Kong, Yugen Yi*. Locality constrained graph optimization for dimensionality reduction[J]. Neurocomputing, 2017, 245: 55-67
(8) Guangyan Li, Caixia Zheng*, Tingfa Xu, Xiaolin Cao, Mao Xingpeng, Shuangwei Wang. A Threshold Denoising Algorithm Based on Mathematical Morphology for Speech Enhancement[C]. International Conference in Communications, Signal Processing, and Systems. Springer, Singapore, 2017: 1776-1784.
(9) Caixia Zheng, Guangyan Li, Tingfa Xu, Shili Liang, Xiaolin Cao, Shuangwei Wang. A visualization scheme for complex spectrograms with complete amplitude and phase information[C]. DEStech Transactions on Materials Science and Engineering, 2016 (smne), 289-294.
(10) Caixia Zheng, Fan Zhang, Huirong Hou, Chao Bi, Ming Zhang*, Baoxue Zhang**. Active discriminative dictionary learning for weather recognition[J]. Mathematical Problems in Engineering, 2016, DOI: 10.1155/2016/8272859
(11) Chao Bi, Lei Zhang, Miao Qi, Caixia Zheng, Yugen Yi, Jianzhong Wang*, Baoxue Zhang**. Supervised filter learning for representation based face recognition[J]. PLoS One, 2016, 11(7): e0159084
(12) Caixia Zheng*, Jesus Pulido*, Paul Thorman*, Bernd Hamann. An improved method for object detection in astronomical images[J]. Monthly Notices of the Royal Astronomical Society, 2015, 451(4): 4445-4459
(13) Caixia Zheng, Wei Li, Shuangwei Wang, Dongmei Sun, Long Ma, Ming Zhang*, Baoxue Zhang*. Hepatoma cells recognition based on matrix absolute gray relational degree of B-mode[J]. Optik-International Journal for Light and Electron Optics, 2014, 125(4): 1579-1584
(14) Ming Zhang, Jiehua Hu, Caixia Zheng*, Jianzhong Wang*. Multi-exposure images matching based on improved SIFT[J]. ICIC express letters. an international journal of research and surveys. Part B, Applications: 2011, 2(5): 1175-1180
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