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Yang Zhao, Associate Professor
Research Direction：Action recognition, Spectral clustering
Contact Address: P.O. Box 64, 127 West Youyi Road, Beilin District, Xi'an 710072, Shaanxi, P.R. China
Zip Code: 710072
E-mail: zhaoyang.opt AT nwpu.edu.cn
Education Background
| 2014.9-2019.7 | University of Chinese Academy of Sciences(UCAS) | Information and Communication Engineering | PhD (free from entrance examination for postgraduates) |
| 2010.9-2014.7 | Xidian University | Software Engineering | Bachelor |
Work Experience
| 2019.7-2021.10 | Northwestern Polytechnical University | Postdoctral Research Fellow |
| 2021.10-present | Northwestern Polytechnical University | Associate Professor |
Honors
IEEE Best Student Paper Award
Academic Service
Guest Editor, Remote Sensing
Reviewers of 10+ International Journals and Transactions
Representative Papers
Y. Zhao, and X. Li, “Spectral Clustering with Adaptive Neighbors for Deep Learning,” IEEE Transactions on Neural Networks and Learning Systems, DOI: 10.1109/TNNLS.2021.3105822, 2021. [PDF]
Y. Zhao, Y. Yuan*, F. Nie and Q. Wang, “Spectral Clustering Based on Iterative Optimization for Large-Scale and High-Dimensional Data,” Neurocomputing, vol. 318, pp. 227-235, DOI: 10.1016/j.neucom.2018.08.059, 2019. [BibTeX] | [PDF]
Y. Zhao, Y. Yuan*, Q. Wang, “Fast Spectral Clustering for Unsupervised Hyperspectral Image Classification,” Remote Sensing,, vol. 11, no. 4, pp. 399, DOI: 10.3390/rs11040399, 2019. [BibTeX] | [PDF]
Y. Yuan*, Y. Zhao, and Q. Wang, “Action Recognition using Spatial-optical Data Organization and Sequential Learning Framework,” Neurocomputing, vol. 315, pp. 221-233, 2018. [BibTeX] | [PDF]
Y. Zhao, Q. Wang*, and Y. Yuan, “Action Recognition based on Semantic Feature Description and Cross Classification,” ChinaSIP 2014, pp. 626-630}, 2014. [BibTeX]
J. Su, Y. Zhao, X. Li*, “Deep Metric Learning Based On Center-Ranked Loss for Gait Recognition,” International Conference on Acoustics, Speech and Signal Processing, pp. 4077-4081, 2020. [BibTeX] | [PDF]