Qinghua Tao (Preferred)
Qinghua Tao
(ESAT) Department of Electrical Engineering, KU Leuven, Belgium, KU Leuven
Names
Emails
****@tsinghua.org.cn
, ****@esat.kuleuven.be
Personal Links
Education & Career History
Postdoc
(ESAT) Department of Electrical Engineering, KU Leuven, Belgium, KU Leuven (esat.kuleuven.be)
2020 – Present
PhD student
Tsinghua University, China (tsinghua.edu.cn)
2014 – 2020
Undergrad student
Central South University, China (csu.edu.cn)
2010 – 2014
Advisors, Relations & Conflicts
Expertise
piecewise linear neural networks
Present
optimization of deep neural networks
Present
kernel methods, primal-dual representation
Present
kernel PCA, SVD, CCA
Present
adversarial robustness, label noise, out-of-distribution detection
Present
attention in transformers
Present
general machine learning
Present