Wenqing Hu

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 18

Top Topics

Discriminant Analysis

Virtual Machine

Top Venues

Asymptot. Anal.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Wenjing Zhang, Wei Zhang, Wenqing Hu, Yifan Wang
B2MAPO: A Batch-by-Batch Multi-Agent Policy Optimization to Balance Performance and Efficiency. CoRR (2024)
Wenqing Hu, Tianyi Liu, Ye Zhang, Yuncong Zhang, Zhenfei Zhang
Parallel Zero-knowledge Virtual Machine. IACR Cryptol. ePrint Arch. 2024 (2024)
Wenqing Hu, Tiefeng Jiang, Birendra Kathariya, Vikram Abrol, Jiali Zhang, Zhu Li
Subspace Interpolation and Indexing on Stiefel and Grassmann Manifolds as a Lightweight Inference Engine. BigData (2023)
Jingfeng Wu, Wenqing Hu, Haoyi Xiong, Jun Huan, Vladimir Braverman, Zhanxing Zhu
On the Noisy Gradient Descent that Generalizes as SGD. ICML (2020)
Mengjie Zhou, Tinghua Ai, Guohua Zhou, Wenqing Hu
A Visualization Method for Mining Colocation Patterns Constrained by a Road Network. IEEE Access 8 (2020)
Jingfeng Wu, Wenqing Hu, Haoyi Xiong, Jun Huan, Zhanxing Zhu
The Multiplicative Noise in Stochastic Gradient Descent: Data-Dependent Regularization, Continuous and Discrete Approximation. CoRR (2019)
Md Monirul Islam, Xiao Zhong, Zeyi Sun, Haoyi Xiong, Wenqing Hu
Real-time frequency regulation using aggregated electric vehicles in smart grid. Comput. Ind. Eng. 134 (2019)
Haoyi Xiong, Wei Cheng, Jiang Bian, Wenqing Hu, Zeyi Sun, Zhishan Guo
$\mathcal{DBSDA}$ : Lowering the Bound of Misclassification Rate for Sparse Linear Discriminant Analysis via Model Debiasing. IEEE Trans. Neural Networks Learn. Syst. 30 (3) (2019)
Wenqing Hu, Zhanxing Zhu, Haoyi Xiong, Jun Huan
Quasi-potential as an implicit regularizer for the loss function in the stochastic gradient descent. CoRR (2019)
Wenqing Hu, Chris Junchi Li, Xiang Zhou
On the Global Convergence of Continuous-Time Stochastic Heavy-Ball Method for Nonconvex Optimization. IEEE BigData (2019)
Huizhuo Yuan, Xiangru Lian, Chris Junchi Li, Ji Liu, Wenqing Hu
Efficient Smooth Non-Convex Stochastic Compositional Optimization via Stochastic Recursive Gradient Descent. NeurIPS (2019)
Haoyi Xiong, Wei Cheng, Yanjie Fu, Wenqing Hu, Jiang Bian, Zhishan Guo
De-biasing Covariance-Regularized Discriminant Analysis. IJCAI (2018)
Wenqing Hu, Vladimír Sverák
Dynamics of Geodesic Flows with Random Forcing on Lie Groups with Left-Invariant Metrics. J. Nonlinear Sci. 28 (6) (2018)
Haoyi Xiong, Wei Cheng, Wenqing Hu, Jiang Bian, Zhishan Guo
AWDA: An Adaptive Wishart Discriminant Analysis. ICDM (2017)
Jiang Bian, Haoyi Xiong, Wei Cheng, Wenqing Hu, Zhishan Guo, Yanjie Fu
Multi-party Sparse Discriminant Learning. ICDM (2017)
Haoyi Xiong, Wei Cheng, Wenqing Hu, Jiang Bian, Zhishan Guo
FWDA: a Fast Wishart Discriminant Analysis with its Application to Electronic Health Records Data Classification. CoRR (2017)
Pengfei Wang, Yanjie Fu, Guannan Liu, Wenqing Hu, Charu C. Aggarwal
Human Mobility Synchronization and Trip Purpose Detection with Mixture of Hawkes Processes. KDD (2017)
Haoyi Xiong, Yanjie Fu, Wenqing Hu, Guanling Chen, Laura E. Barnes
Provably Good Early Detection of Diseases using Non-Sparse Covariance-Regularized Linear Discriminant Analysis. CoRR (2016)
Wenqing Hu, Lucas Tcheuko
Random perturbations of dynamical systems with reflecting boundary and corresponding PDE with a small parameter. Asymptot. Anal. 87 (1-2) (2014)
Wenqing Hu, Lucas Tcheuko
Random perturbations of dynamical systems with reflecting boundary and corresponding PDE with a small parameter. Asymptot. Anal. 88 (4) (2014)
Wenqing Hu
On metastability in nearly-elastic systems. Asymptot. Anal. 79 (1-2) (2012)