Positions

 
Dr.  Zongben Xu
Academician of the Chinese 
Academy of Sciences,
Professor of Mathematics & 
Computer Science,
Xi’an Jiaotong University,
Chief Scientist of National 
Basic Research Program
 of China.

Contact Information

Institute for Information and System Sciences,
School of Mathematics & Statistics,
Xi’an Jiaotong University
Xi’an, 710049, China
Fax: 86 029 82668559
Tel: 86 029 82668005
Email:zbxu@mail.xjtu.edu.cn
Secretry: Jijie Zhang

Reaserch groups

 

Machine Learning Group
Mainly focuses on characterizing and modeling of sparse one-dimensional vectors, two-dimensional matrices, high-dimensional tensors and their related computation and real-word applications. The major research topics include: noncovex regularization theory, T-sparsity modeling, sparse SAR Imaging, low-rank decompositions with applications in information processing.

 

Deyu Meng(孟德宇)

Position: Group leader, Ph.D., Associate

Professor

Research interests: Machine learning,

Computer vision, Data mining, Multimedia

analysis

Email:dymeng@mail.xjtu.edu.cn

Homepage:

http://gr.xjtu.edu.cn/web/dymeng/1

Yao Wang(王尧)

Position: Ph.D., Assistant Professor

Research interests: Statistical signal

processing, High-dimensional data

analysis, Computational biology.

Email: yao.s.wang@gmail.com

Qian Zhao(赵谦)

Position:Ph.D. candidate

Research interests: Low-rank matrix/tensor

analysis, Bayesian modeling, Self-paced

learning.

Email: timmy.zhaoqian@gmail.com

Homepage:

https://sites.google.com/site/timmyzhaoqian/

Wenfei Cao(曹文飞)

Position: Ph.D. candidate

Research interests: Large-scale

optimization algorithm, Inverse

problems.

Email: caowenf2015@gmail.com

Mingwei Dai(戴明伟)

Position: Ph.D. candidate.

Research interests: Low-rank approximation

and its applications, Computational and

statistical analysis of big data in genomics.

Email: daimingwei@mail.xjtu.edu.cn

Xiangyong Cao(曹相湧)

Position: Ph.D. candidate

Research interests: Noise modeling,

Bayesian method, Social network.

Email: caoxiangyong45@gmail.com

Hongsha Guo(郭洪沙)

Position:MS candidate

Research interests: Bioinformatics.

Email: yangqi@mail.xjtu.edu.cn

Kaidong Wang(王开东)

Position: Ph.D. candidate

Research interests: Machine learning,

Data mining.

Email: wangkd13@sina.com

Yang Chen(陈阳)

Position: Ph.D. candidate

Research interests: Machine learning, Noise

modeling, Low-rank tensor recovery.

Email: chenyang0303@stu.xjtu.edu.cn

Qi Xie(谢琦)

Position: MS candidate

Research interests: Low-rank matrix

factorization, Tensor sparsity.

Email: xq.liwu@stu.xjtu.edu.cn

Kaili Jing(靖凯立)

Position: MS candidate

Research interests: Big data analysis, Data

mining, Machine learning.

Email: kljing@stu.xjtu.edu.cn

Shiying He(何士莹)

Position: MS candidate

Research interests: Machine learning,

Compressed sensing, Low-rank

matrix/tensor recovery.

Email: excellentying1@stu.xjtu.edu.cn

Jing Yao(姚靖)

Position: MS candidate

Research interests: Machine learning, Big

data analysis.

Email: jasonyao@stu.xjtu.edu.com

 

 

 

 

 

Big Data Group

mainly focuses on the mathematical analysis and modeling of visual principle; data mining techniques and their applications. The major research topics include: brain mechanisms and modeling of visual cognition; visual principle inspired data mining technology, computer vision and  image processing.

 

 

Wenfeng Jing(靖稳峰)

Position: Group leader, Ph.D.,

Associate professor

Research interests: Machine learning,

Image and video processing,  Data mining

and applications.

Email: wfjing@mail.xjtu.edu.cn

Dong Wang(王栋)

Position:Ph.D. candidate

Research interests: Subsampling

techniques, Bootstrap methods, Machine learning of big data.

Email: dwang.6257302@stu.xjtu.edu.cn

Xuanxuan Zheng(郑玄玄)

Position:MS candidate

Research interests: Bioinformatics.

Email: yangqi@mail.xjtu.edu.cn

Baoni He(贺保妮)

Position:MS candidate

Research interests: Analysis of big

data, data mining.

Email: baoni0120@stu.xjtu.edu.cn

Fan Yang(杨帆)

Position:MS candidate

Research interests: Analysis of big data, Subsampling techniques.

Email: www.2008chink.cn@stu.xjtu.edu.cn

 

 

Image Processing and Analysis Group
Mainly focuses on the research of natural and medical image processing and analysis. The specific research areas include natural image processing and recognition, 3D face recognition, medical image reconstruction and analysis, etc.

 

Jian Sun(孙剑)

Position: Group leader, Ph.D.,Associate

Professor.

Research interests: Image processing,

recognition and understanding.

Email: sunjian@mail.xjtu.edu.cn

Homepage: jiansun.gr.xjtu.edu.cn

Huibin Li(李慧斌)

Position: Ph.D., Assistant Professor

Research interests: 3D visual computing, Computational conformal mapping, 3D

face recognition, 3D facial expression recognition.

Email: huibinli@mail.xjtu.edu.cn

Haixia Bi(毕海霞)

Position: Ph.D. candidate

Research interests: Remote sensing image

processing.

Email: haixia.bi@stu.xjtu.edu.cn

Heran Yang(杨鹤然)

Position: Ph.D. candidate

Research interests: Medical image

processing.

Email: yhr.7017@stu.xjtu.edu.cn

Jiuling Guo(郭九龄)

Position:MS candidate

Research interests: Computational

conformal geometry.

Email: jiulino@stu.xjtu.edu.cn

Yu Wang(王瑜)

Position: MS candidate

Research interests: Machine learning and

optimization.

Email: wangyu_11@foxmail.com

Yang Yan(杨燕)

Position: MS candidate

Research interests: Machine-learning approach in image processing.

Email: yangyan92@mail.xjtu.edu.cn

 

 

 

Learning Theory Group

Mainly focuses on developing the learning theory based on non-i.i.d. observations and machine learning algorithms. The main interests include: statistical learning theory, domain adaptation, sampling theory and the relevant algorithms.

 

 

Tieliang Gong(龚铁梁)

Position: Group leader, Ph.D.

candidate

Research interests: Statistical learning

theory, Machine learning.

Email: adidasgtl@gmail.com

Ailong Wu(吴爱龙)

Position: Post-doctoral Research Fellow,

Associate Professor

Research interests: Associative memories.

Email: hbnuwu@163.com

Jinshan Zeng(曾锦山)

Position:Ph.D. candidate

Research interests: Sparse information processing, Compressed sensing, Sparse SAR imaging.

Email: jsh.zeng@stu.xjtu.edu.cn



Xia Liu(刘霞)

Position:Ph.D. candidate

Research interests: Theoretical analysis on

learning algorithms.

Email: liuxia1232007@163.com

Lin Xu(徐麟)

Position:Ph.D. candidate

Research interests: Image and video

processing.

Email: zh.hui@stu.xjtu.edu.cn

Jian Fang(方健)

Position:Ph.D. candidate

Research interests: Sparse SAR imag-

ing, Compressed MRI imaging, Image classification, Sparse coding of natural image, Group sparsity modeling.

Email: fangjian@stu.xjtu.edu.cn