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Jianfei Yin

Personal profile

Jianfei Yin is currently an associate professor of College of Computer Science & Software Engineering in Shenzhen University, China. He received his Ph.D degree from the Department of Computer Science and Technology of South China University of Technology. He once worked as a telecom system software engineer in Guangzhou Telecom & Post Equipment Co.,Ltd between 1998 and 2002. He is currently interesting in deep learning, reinforcement learning in finance, software engineering and numerical optimization, etc.

Education experience

Sep.2002-Jun.2005 

The South China University of Technology, Guangzhou,     ChinaPh.D., Computer Applications Technology.

Sep.1998-Jun.2001

The Huazhong University of Science and Technology, Hubei, China     Master of Computer Applications Technology.

Sep.1992-Jun.1996

Nanchang UNIVERSITY, Nanchang, China    Bachelor of Industrial Electric Automation



work experience

Dec.2007-Present:  Associate Professor, College of Computer Science & Software Engineering, Shenzhen University. I am conducting research in the area of Data Mining, mainly covering unsupervised learning and knowledge discovery in high dimension data, non-linear dimension reduction, convex optimization method in learning algorithm design. Between 2007 and 2012, I had conducted research in the area of software engineering, including software architecture based on UML and MDA(Model-Driven Architecture), software testing in performance modeling and prediction, applications of convex optimization, such as wireless sensor network node localization algorithm based on SDP (Semi-Definite Programming).

Jul.2005-Dec.2007: Lecturer, College of Computer Science & Software Engineering, Shenzhen University. I conducted research in the area of software engineering, including metamodeling method based on UML and MDA (Model-Driven Architecture).

Jul.1996-Sep.2002: Software Engineer, Guangzhou Post and Telecom Equipment Co.,Ltd. I had programmed different communication software for the IC card telecom equipments. Most of them were based on the multi-thread and the COM technology. 


Research direction

Deep learning, reinforcement learning, software engineering and numerical optimization

Other

Representative publications:

Jianfei Yin, Weifeng Li. Wireless Sensor Network Node Localization Algorithm Based on SDP and ESDP. The International Conference on Consumer Electronics, Communications and Networks (CECNet 2013).

Zhong Ming, Jianfei Yin. A Web Performance Testing Framework and Its mixed Performance Modeling Process. Journal of Computer Research and Development, 2010, 47(7): 1192-1200, (in Chinese).

Jianfei Yin, Zhong Ming, Zhijiao Xiao, Hui Wang. A Web Performance Modeling Process based on the Methodology of Learning From Data. In Proc of the 9th International Conference for Young Computer Scientists ICYCS, 2008, Zhangjiajie, IEEE Computer Society, 1285-1291

A Rewriting Logic Based MDA Concepts Framework, WSEAS TRANS. on INFO. SCI. & APP, June 2006.

Pattern Semantic Link: A Reusable pattern representation in MDA context,ICDCIT 2004, Springer-Verlag, LNCS 3347, Dec.2004.

A new dependable exchange protocol. Computer Communications 29(15): 2770-2780, 2006

Abuse-Free Item Exchange. ICCSA2005Springer LNCS 3483, 2005

 

Representative projects:

“The solution to results collection and release process of the projects”, which was found by NSFC, National Natural Science Foundation of China (Grant No. j0824304 ).

Honors and awards:

2009 Shenzhen Science and Technology Innovation Award (Ranked second)

Third prize in Guangdong Province Science and Technology Award (Ranked second)

2012 IBM Outstanding Teacher Award

 

 





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