Wenqing Hu

Associate Professor, Missouri University of Science and Technology

Joined

October 2018

Names

Wenqing Hu (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Associate Professor

Missouri University of Science and Technology (mst.edu)

2022 – 2086

Assistant Professor

Missouri University of Science and Technology (mst.edu)

2016 – 2022

Postdoc

University of Minnesota, Minneapolis (umn.edu)

2013 – 2016

PhD student

University of Maryland, College Park (umd.edu)

2008 – 2013

Undergrad student

Peking University (pku.edu.cn)

2004 – 2008

Advisors, Relations & Conflicts

PhD Advisor

Mark Freidlin

2008 – 2013

Expertise

machine learning

Present

dynamical systems

Present

probability

Present

Publications

Parallel Zero-knowledge Virtual Machine
Wenqing Hu, Tianyi Liu, Ye Zhang, Yuncong Zhang, Zhenfei Zhang
- IACR Cryptol. ePrint Arch. 2024
- Readers: Everyone
Subspace Interpolation and Indexing on Stiefel and Grassmann Manifolds as a Lightweight Inference Engine
Wenqing Hu, Tiefeng Jiang, Birendra Kathariya, Vikram Abrol, Jiali Zhang, Zhu Li
- IEEE Big Data 2023
- Readers: Everyone
Effective Subspace Indexing via Interpolation on Stiefel and Grassmann manifolds
Wenqing Hu, Tiefeng Jiang, Zhu Li
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
On the Noisy Gradient Descent that Generalizes as SGD
Jingfeng Wu, Wenqing Hu, Haoyi Xiong, Jun Huan, Vladimir Braverman, Zhanxing Zhu
- Published: 01 Jan 2020, Last Modified: 09 May 2023
- ICML 2020
- Readers: Everyone
$\mathcal{DBSDA}$ : Lowering the Bound of Misclassification Rate for Sparse Linear Discriminant Analysis via Model Debiasing
Haoyi Xiong, Wei Cheng, Jiang Bian, Wenqing Hu, Zeyi Sun, Zhishan Guo
- IEEE Trans. Neural Networks Learn. Syst. 2019
- Readers: Everyone
Real-time frequency regulation using aggregated electric vehicles in smart grid
Md Monirul Islam, Xiao Zhong, Zeyi Sun, Haoyi Xiong, Wenqing Hu
- Comput. Ind. Eng. 2019
- Readers: Everyone
Efficient Smooth Non-Convex Stochastic Compositional Optimization via Stochastic Recursive Gradient Descent
Huizhuo Yuan, Xiangru Lian, Chris Junchi Li, Ji Liu, Wenqing Hu
- 2019 (modified: 31 Mar 2022)
- NeurIPS 2019
- Readers: Everyone
On the Global Convergence of Continuous-Time Stochastic Heavy-Ball Method for Nonconvex Optimization
Wenqing Hu, Chris Junchi Li, Xiang Zhou
- 2019 (modified: 16 Apr 2023)
- IEEE BigData 2019
- Readers: Everyone
The Multiplicative Noise in Stochastic Gradient Descent: Data-Dependent Regularization, Continuous and Discrete Approximation
Jingfeng Wu, Wenqing Hu, Haoyi Xiong, Jun Huan, Zhanxing Zhu
- Published: 01 Jan 2019, Last Modified: 09 May 2023
- CoRR 2019
- Readers: Everyone
Quasi-potential as an implicit regularizer for the loss function in the stochastic gradient descent
Wenqing Hu, Zhanxing Zhu, Haoyi Xiong, Jun Huan
- Published: 01 Jan 2019, Last Modified: 09 May 2023
- CoRR 2019
- Readers: Everyone

View all 20 publications

Co-Authors

View all 33 co-authors