Qinghua Tao (Preferred)
Qinghua Tao
Principal Researcher, Beijing Institute of Technology
Joined
April 2021
Names
Emails
****@tsinghua.org.cn (Confirmed)
****@esat.kuleuven.be (Confirmed)
****@gmail.com (Confirmed)
****@bit.edu.cn (Confirmed)
Personal Links
Career & Education History
Principal Researcher
Beijing Institute of Technology (bit.edu.cn)
2025 – Present
Postdoc
(ESAT) Department of Electrical Engineering, KU Leuven, Belgium, KU Leuven (esat.kuleuven.be)
2020 – 2025
PhD student
Tsinghua University, China (tsinghua.edu.cn)
2014 – 2020
Undergrad student
Central South University, China (csu.edu.cn)
2010 – 2014
Advisors, Relations & Conflicts
PhD Advisor
Shuning Wang
2014 – 2020
Expertise
multi-agents
2025 – 2025
multimodality in LLMs
2024 – 2025
attention in transformers
2022 – 2024
optimization of deep neural networks
2020 – 2024
kernel methods
, primal-dual representation
2020 – 2024
kernel PCA
, SVD
, CCA
2020 – 2024
adversarial robustness
, label noise
, out-of-distribution detection
2020 – 2024
general machine learning
2016 – 2024
piecewise linear neural networks
2014 – 2024