Associate professor  Jianping Gou

Tel.: 

Email: goujianping@ujs.edu.cn

Location: Room 117, CS Building, Jiangsu University

Biography

Jianping Gou was born in 1982, Sichuan Province, China. He received the Ph.D. degree in computer science from University of Electronic Science and Technology of China, Chengdu, China, in 2012. Now, he is currently an associate professor and master's Supervisor in School of Computer Science and Telecommunication Engineering, Jiangsu University, Zhenjiang, Jiangsu, China. His current research interests are pattern recognition and machine learning. So far, he has published more than international journal and conference 70 papers. He is a member of the IEEE.

Google Scholar: https://scholar.google.com/citations?user=XcMjuIYAAAAJ&hl=zh-CN

Fields of research:

Sparse representation, nearest neighbor learning, manifold learning, dimensionality reduction, metric learning, deep learning and evidential reasoning.

Education Background

2008.09-2012.12, Ph.D, Computer Science, University of Electronic Science and Technology of China, Chengdu, China, Supervisor: Zhang Yi (IEEE Fellow).

2005.09-2008.07, Master, Computer Science, Southwest Jiaotong University, Chengdu, China, Supervisor: Linfu Sun.

2001.09-2005.07, Bachelor, Computer Science, North Minzu University, Ningxia, China.

Work History

2016.09-now, Associate Professor, Jiangsu University, Zhenjiang, Jiangsu, China.

2018.12-2020.12, Postdoc, University of Sydney, Supervisor: Dacheng Tao (Academician of the Australian Academy of Science)

2013.07-2013.08, Lecturer, Jiangsu University, Zhenjiang, Jiangsu, China.

Main Publications

[1] Jianping Gou*, Wenmo Qiu, Zhang Yi, Yong Xu, Qirong Mao, Yongzhao Zhan, A Local Mean Representation-Based K-Nearest Neighbor Classifier, ACM Transactions on Intelligent Systems and Technology, (TIST) 10.3 (2019): 29..

[2] Jianping Gou*, Yong Xu, David Zhang, Qirong Mao, Lan Du, Yongzhao Zhan, Two-Phase Linear Reconstruction Measure-Based Classification for Face Recognition, Information Sciences, Vol. 433-434, pp.17-36, 2018

[3] Jianping Gou, Hongxing Ma, Weihua Ou, Shaoning Zeng, Yunbo Rao, Hebiao Yang, Yong Liu, A generalized mean distance-based k-nearest neighbor classifier, Expert Systems with Applications, Vol 115, pp.356–372, 2019.

[4] Jianping Gou, Bing Hou, Weihua Ou, Qirong Mao, Hebiao Yang, Yong Liu, Several Robust Extensions of Collaborative Representation for Image Classification, Neurocomputing, 348, 120-133, 2019.

[5] Jianping Gou, Zhang Yi, David Zhang, Yongzhao Zhan, Xiangjun Shen, Lan Du, Sparsity and Geometry Preserving Graph Embedding for Dimensionality Reduction, IEEE Access, 6, pp.75748-75766, 2018. DOI: 10.1109/ACCESS.2018.2884027, 2018.

[6] Jianping Gou, Wenmo Qiu, Zhang Yi, Xiangjun Shen, Yongzhao Zhan,Weihua Ou, Locality Constrained Representation-Based K-Nearest Neighbor Classification, Knowledge-based Systems, 167, 38-52, 2019.

[7] Jianping Gou, Lei Wang, Zhang Yi, Jiancheng Lv, Qirong Mao, Yunhao Yuan, A New Discriminative Collaborative Neighbor Representation Method for Robust Face Recognition, IEEE Access, 6, pp. 74713-74727, 2018. DOI: 10.1109/ACCESS.2018.2883527.

[8] Jianping Gou, Lei Wang, Bing Hou, Jiancheng Lv, Yunhao Yuan, Qirong Mao,Two-Phase Probabilistic Collaborative Representation-Based Classification,  Expert Systems with Applications, 133, 9-20, 2019.

[9 Hongxing Ma, Jianping Gou* (corresponding author), Xili Wang, Jia Ke, Shaoning Zeng, Sparse coefficient-based k-nearest neighbor classification, IEEE Access, 5, pp. 16618-16634, 2017.

[10] Jianping Gou*, Yongzhao Zhan, Yunbo Rao, Xiangjun Shen, Xiaoming Wang, Wu He, Improved pseudo nearest neighbor classification, Knowledge-based Systems, 70, pp.361-375, 2014.

[11] Jianping Gou*, Zhang Yi, Lan Du, Taisong Xiong, A Local Mean-based K-Nearest Centroid Neighbor  Classifier, The Computer Journal, 55 (9), pp.1058-1071, 2012.

[12] Jianping Gou, Zhang Yi*, Locality-Based Discriminant Neighborhood Embedding, The Computer Journal, 56(9), pp.1063-1082, 2013.

[13] Jianping Gou*, Yongzhao Zhan, Min Wan, Xiangjun Shen, Jinfu Chen and Lan Du, Maximum Neighborhood Margin Discriminant Projection for Classification, The Scientific World Journal, vol. 2014, 16 pages, 2014.

[14] Jianping Gou, Bing Hou, Yunhao Yuan, Weihua Ou, Shaoning Zeng, A New Discriminative Collaborative Representation-Based Classification Method via l2 Regularizations, Neural Computing and Applications, 2019, DOI: 10.1007/s00521-019-04460-x.

[15] Jianping Gou, Jun Song, Weihua Ou， Shaoning Zeng, Yun-Hao Yuan, Lan Du， Enhanced Linear Reconstruction Measure-Based Classification，Computers and Electrical Engineering，pp.1-15，2019, 79 (2019) 106451.

Grants

[1] Data intrinsic structure and sparsity preserving max-margin classification, National Natural Science Foundation of China (Grant No. 61502208)

[2] Theory and Methodology of Deep Graph Constrained Feature Representation Learning, National Natural Science Foundation of China (Grant No. 661976107)

Contact

Adress: School of Computer Science and Telecommunication Engineering, Jiangsu University, 301 Xuefu Road, Zhenjiang, Jiangsu Province, China. Zip Code: 212013.   E-mail: goujianping@ujs.edu.cn.