Research

School

School of Automation

Title

Ph.D. supervisor &Master supervisor

Research Interests

Intelligent Information Processing and Pattern Recognition

Home Page

http://yzw.gdut.edu.cn/info/1083/1491.htm

Contacts

13533655598

Personal Introduction

Engaged in the research of intelligent information processing "and" pattern recognition and machine learning ". He also do the research on new theory of signal processing, for example blind signal processing, compressed sensing, multi-dimension signal processing and so on.

He has published more than70 papers in international journals such as IEEE Trans PAMI,cited by Google Scholar more than 600 times, and applied more than 20 invention patents. He also won the second prize of National Natural Science Award, the first prize of Guangdong Natural Science Award, the First prize of Natural Science Award nominated by the Ministry of Education and many other national and provincial awards. He also has taken charge of a series of fund projects, such as excellent Youth Project of National Natural Science Foundation of China.

Education

2000.9-2005.6，South China University of Technology, master & doctoral degree

1996.9-2000.7，Hunan Normal University,Bachelor of Applied Mathematics

Work Experience

2005.07 -2006.10: Lecturer, Intelligent Information Processing Laboratory, South China University of Technology;

2006.02 -- 2011.03: Researcher, Riken Research Institute, Japan;

2011.01 -- present P bbbrofessor of the 100-member Program of Guangdong University of Technology

Part-time Academic Job

Deputy Director of Guangdong Key Laboratory of Internet of Things Information Technology

Main Honor

He was elected as talents in the plan department of ten thousand national science and technology innovation , referral program by Ministry of Science and Technology as innovation talents of science and technology, national natural science foundation of Guangdong Pearl River academics, outstanding youth science fund gainer, and the talents in the Ministry of Education in the new century, etc., second prize of national natural science, Chinese patent excellence award, the Ministry of Education of institutions of higher learning natural science prize and the first prize in Guangdong Province natural sciences, etc

Main Achievements

[1] Kan Xie, Zhaoshui He, A. Cichocki, Convergence undefinedysis of the FOCUSS Algorithm, IEEE Trans. Neural Networks and Learning Systems, 26(3):601-613, March 2015.

[2] Kan Xie, Zhaoshui He, Shengli Xie and Andrzej Cichocki, Rate of convergence of the FOCUSS algorithm, IEEE Transactions on Neural Networks and Learning Systems, 28(6):1276-1289, June 2017.

[3] Z.S. He, S.L. Xie, R. Zdunek, G.X. Zhou and A. Cichocki, Symmetric Nonnegative Matrix Factorization: Algorithms and Applications to Probabilistic Clustering, IEEE Trans Neural Networks, vol.22, no. 12, pp.2117-2131, December 2011.

[4] Z.S. He, A. Cichocki , S.L. Xie and K. Choi. Detecting the Number of Clusters in n-Way Probabilistic Clustering. IEEE Transactions on Pattern undefinedysis and Machine Intelligence, vol. 32, no. 11, pp. 2006-2021, November, 2010.

[5] Z.S. He, A. Cichocki, R. Zdunek, S.L. Xie. Improved FOCUSS method with conjugate gradient (CG) iterations, IEEE Transactions on Signal Processing, 57(1):399-404, Jan. 2009.

[6] Z.S. He, S.L. Xie, S.X. Ding, A. Cichocki. Convolutive Blind Source Separation in Frequency Domain Based on Sparse Representation, IEEE Transactions on Audio, Speech and Language Processing, 15(5):1551-1563, July 2007.

[7] Kan Xie, Guoxu Zhou, Junjie Yang, Zhaoshui He, Xie, Shengli, Eliminating the Permutation Ambiguity of Convolutive Blind Source Separation by Using Coupled Frequency Bins, IEEE transactions on neural networks and learning systems, 31(2): 589 – 599, 2019.

[8] G.X. Zhou, S.L. Xie, Z.Y. Yang, J.M. Yang, Z.S. He, Minimum-Volume Constrained Nonnegative Matrix Factorization: Enhanced Ability of Learning Parts, IEEE Transactions on Neural Networks, 22(10):1626-1637, 2011.

[9] Yulei Bai, Yanzhou Zhou, Zhaoshui He, and Shengli Xie, Wavenumber synthesis approach to highresolution wavenumber scanning interference using a mode-hoped laser, Optics Express, 2018, 26(5):5441-5451.

[10] Bo Dong, Yun Zhang, Wucong Zhang, Zhaoshui He, Shengli Xie, Yanzhou Zhou, Highly sensitive, wide dynamic range displacement sensor combining chromatic confocal system and phase-sensitive spectral optical coherence tomography, Optics Express, 25(5): 5426-5430, 2017.

Main Projects

1. Guangdong Basic and Applied Basic Research Fund Joint Fund Key Project (2019B1515120036) : Multi-perspective intelligent THREE-DIMENSIONAL imaging theory and key technology Research based on color structural light modulation, January 2020 -- December 2022, in charge

2. National Science and Technology Innovation Leading Talents Program of Organization Department of the CPC Central Committee, January 2018 -- December 2020, host

3. Project supported by the central finance for the development of local colleges and universities: Construction of the Platform for Generic Technology research and Applied Research of the Internet of Things, October 2017 -- September 2019, in charge

4. General project of National Natural Science Foundation of China, 61773127: New Theory and Application of Single-channel Blind signal Separation, January 2018 -- December 2021, in charge

5. Guangdong Science and Technology Innovation Leading Talent Project, 2016.1-2018.12, host

6. Outstanding Youth Science Foundation of National Natural Science Foundation of China (61322306), Field of System Identification and Parameter Estimation, 2014.1 -- 2016.12, host

7. Guangdong Natural Science Foundation Team Project (S2011030002886) : Undetermined Blind signal separation and its Application in train signal detection and monitoring, 2011.10-2016.09, host

8. New Century Talent Support Program Fund of ministry of Education (NCET-11-0911) : Research on some important issues of non-negative matrix decomposition Theory, 2012.1 -- 2014.12, in charge

9. Comprehensive Strategic Cooperation Project of Chinese Academy of Sciences, Guangdong 2013B091100014: Research and development of key technologies of mobile cloud system based on Internet of Vehicles for intelligent transportation service, Jan. 2014-Dec. 2015, in charge

10. National Natural Science Foundation of China (General Fund) 60974072: A new method for blind letter processing based on parallel factor analysis, January 2010 -- December 2012, in charge

11. National 973 Program (sub-project)2010CB731800: Theory and Method of Aircraft Threat Target Recognition and Image Robust Matching, January 2010 -- August 2014, 1.65 million, participation

12. National Natural Science Foundation of China (Special Project for Major Instruments)61727810: Apparatus and Applications for Measuring internal volume strain field distribution and Fluoroscopy of resin composites Based on Blind letter separation, January 2018 -- December 2022, 7.625 million yuan, participation

13. Guangzhou science and technology plan projects (industrial technology major research plan: modern industry technology project) 201802010037: based on Internet of things and big data platform of the R&D and industrialization of intelligent financial equipment cluster system, in October 2017 to September 2020, 2 million (in collaboration with CIIC finance financial science and technology co., LTD., Guangzhou, including total of 2 million), participation

Research Team