Groups - 徐宗本 - 教师个人主页

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., 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/
	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: Ph.D. 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		Jing Yao(姚靖) Position: MS candidate Research interests: Machine learning, Big data analysis. Email: jasonyao@stu.xjtu.edu.com
	Jun Shu(束俊） Position: Ph.D candidate Research Interest: small sample learning, machine learning Email:xjtushujun@gmail.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.

Shusen Yang

Position: Group leader, Professor

Research Interests: big data algorithms, internet of things, big data at the network edge

Email: shusenyang@mail.xjtu.edu.cn

Homepage:http://gr.xjtu.edu.cn/web/shusenyang

Wenfeng Jing

Position: senior researcher

Research Interest: machine learning, image and video processing, data mining and applications.

Email: wfjing@mail.xjtu.edu.cn

Liwen Zhang

Position: Ph.D. candidate

Research Interests: big data clustering

Email: liwen_zhang@stu.xjtu.edu.cn

Dong Wang

Position: Ph.D. candidate

Research Interests: subsampling techniques, bootstrap methods, machine learning of big data.

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

Yuqian Yang

Position: Ph.D. candidate

Research Interests: big data analysis algorithms

Email: yuqian.yang@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., 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., Associate 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.