Zhanxuan Hu
 |
Zhanxuan Hu(户战选) |
Reasarch Introduction
My research interests include machine learning, computer vision and its application in geoscience problems:
Machine Learning
Low-rank matrix learning, Clustering, Multi-view learning .
Representation learning
Hashing, Metric Learning, RID etc.
Education
Ph.D., Sept. 2017 - 2021
Advisor: Prof. Feiping Nie
School of Artificial Intelligence, Optics and Electronics
Northwestern Polytechnical University
B.E., Sept. 2011 - June 2015
Daqing Normal University
Collaboration
Machine Learing and Computer vision
Prof. Feiping Nie
Geophysics
Prof. Xinming Wu
Recent News
Sept. 2021, One paper was accpeted by INS.
July. 2021, One paper was accepted by INS.
Selected Publications
Generalization Bottleneck in Deep Metric Learning,
Zhanxuan Hu, Danang Wu, Feiping Nie, Rong Wang*, Information Sciences (INS), 2021
[PDF]
Learning to Hash based on Angularly Discriminative Embedding,
Zhanxuan Hu, Shuzheng Hao, Feiping Nie, Rong Wang*, Xuelong Li, Information Sciences (INS), 2021
[PDF]
Deep learning for simultaneous seismic image super-resolution and denoising,
Jintao Li, Xinming Wu*, Zhanxuan Hu, IEEE Transactions on Geoscience and Remote Sensing(IEEE-TGRS), 2021
[PDF]
Robust Matrix Completion with Column Outliers,
Feiping Nie*, Ziheng Li, Zhanxuan Hu, Rong Wang, Xuelong Li, IEEE Transactions on Cybernetics(IEEE-TCYB), 2021
[PDF]
Multi-view spectral clustering via integrating nonnegative embedding and spectral embedding,
Zhanxuan Hu, Feiping Nie, Rong Wang*, Xuelong Li, Information Fusion (INF), 2020
[PDF]
Low Rank Regularization: A review,
Zhanxuan Hu, Feiping Nie, Rong Wang*, Xuelong Li, Neural Networks (INF), 2020
[PDF]
Multi-view spectral clustering via sparse graph learning,
Zhanxuan Hu, Feiping Nie, Wei Chang, Shuzheng Hao, Rong Wang*, Xuelong Li, Neurocomputing (NC), 2020
[PDF]