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Rui Zhang, Associate Professor, Master Tutor
Scholar Homepage: [Google Scholar Profile] | [orcid]
Research Direction: Machine learning, Data mining, Pattern recognition, Deep learning
Contact Address: 127 West Youyi Road, Beilin District, Xi'an 710072, China
Zip Code: 710072
E-mail: ruizhang8633@gmail.com; ruizhang@nwpu.edu.cn
Education Experience
| 2014-2018 | Northwestern Polytechnical University | Computer Science and Technology |
Doctor of Philosophy |
| 2011-2013 | Georgia Southern University | Angewandte Mathematik |
Master of Science |
| 2008-2011 | Northwest University | Angewandte Mathematik | Master of Science |
| 2004-2008 | Northwest University | Angewandte Mathematik | Bachelor |
Profession Experience
| Since 2020 | Associate Professor | |
| 2018-2020 | Xi 'an Institute of Optics and Fine Mechanics, Chinese Academy of Sciences | Postdoctor |
Recent Publications
R. Zhang, H. Zhang, and X. Li*, “Robust Multi-Task Learning with Flexible Manifold Constraint,” IEEE Transactions on Pattern Analysis and Machine Intelligence (IF: 17.861), in press, 2020. [BibTeX] | [PDF] | [Code]
R. Zhang, X. Li*, H. Zhang, and Z. Jiao, “Geodesic Multi-Class SVM with Stiefel Manifold Embedding,” IEEE Transactions on Pattern Analysis and Machine Intelligence (IF: 17.861), in press, 2021. [BibTeX] | [PDF]
R. Zhang and X. Li*, “Regularized Regression with Fuzzy Membership Embedding for Unsupervised Feature Selection,” IEEE Transactions on Fuzzy Systems (IF: 9.518), vol. PP, no. 99, pp. 1-1, 2020. [BibTeX] | [PDF]
R. Zhang and X. Li*, “Unsupervised Feature Selection via Data Reconstruction and Side Information,” IEEE Transactions on Image Processing (IF: 9.34), vol. 29, pp. 8097-8106, 2020. [BibTeX] | [PDF]
R. Zhang, X. Li*, H. Zhang, and F. Nie, “Deep Fuzzy K-Means with Adaptive Loss and Entropy Regularization,” IEEE Transactions on Fuzzy Systems (IF: 9.518), vol. 28, no. 11, pp. 2814-2824, Nov. 2020. [BibTeX] | [PDF] | [Code]
Academic Activity
Member, Procedure Committee: IJCAI
Journal and Conference Reviewer: T-PAMI, T-NNLS, T-Cybernetics, T-FS, Pattern Recognition, NeurIPS.
Other Info
Welcome to apply for my master's degree and to juniors with a strong drive to enter the lab early for research internships.
Please contact ruizhang8633@gmail.com for more information.