Wenqing Hu

发表

On the Noisy Gradient Descent that Generalizes as SGD

Zhanxing Zhu, Vladimir Braverman, Haoyi Xiong, 2019, ICML.

A Framework of Integrating Manufacturing Plants in Smart Grid Operation: Manufacturing Flexible Load Identification

Md. Monirul Islam, Cihan H. Dagli, Wenqing Hu, 2019 .

Dynamics of Geodesic Flows with Random Forcing on Lie Groups with Left-Invariant Metrics

Wenqing Hu, Vladimír Sverák, 2018, J. Nonlinear Sci..

Model-based simulation of the synergistic effects of blast and fragmentation on a concrete wall using the MPM

Wenqing Hu, Zhen Chen, Zhen Chen, 2006 .

A PC-Based Tool for Coupled CFD and CSD Simulation of Blast-Barrier Responses

Hani A. Salim, Sam A. Kiger, Wenqing Hu, 2006 .

De-biasing Covariance-Regularized Discriminant Analysis

Wei Cheng, Yanjie Fu, Haoyi Xiong, 2018, IJCAI.

The Multiplicative Noise in Stochastic Gradient Descent: Data-Dependent Regularization, Continuous and Discrete Approximation pdf

Zhanxing Zhu, Haoyi Xiong, Wenqing Hu, 2019, ArXiv.

Random perturbations of dynamical systems with reflecting boundary and corresponding PDE with a small parameter

Wenqing Hu, Lucas Tcheuko, Wenqing Hu, 2012, Asymptot. Anal..

Quasi-potential as an implicit regularizer for the loss function in the stochastic gradient descent pdf

Zhanxing Zhu, Haoyi Xiong, Wenqing Hu, 2019, ArXiv.

On metastability in nearly-elastic systems

Wenqing Hu, Wenqing Hu, 2012, Asymptot. Anal..

AWDA: An Adaptive Wishart Discriminant Analysis

Wei Cheng, Haoyi Xiong, Jiang Bian, 2017, 2017 IEEE International Conference on Data Mining (ICDM).

Multi-party Sparse Discriminant Learning

Wei Cheng, Yanjie Fu, Haoyi Xiong, 2017, 2017 IEEE International Conference on Data Mining (ICDM).

Human Mobility Synchronization and Trip Purpose Detection with Mixture of Hawkes Processes

Pengfei Wang, Yanjie Fu, Guannan Liu, 2017, KDD.

Random perturbations of dynamical systems with reflecting boundary and corresponding PDE with a small parameter

Wenqing Hu, Lucas Tcheuko, 2014, Asymptot. Anal..

Flexible energy load identification in intelligent manufacturing for demand response using a neural network integrated particle swarm optimization

Haoyi Xiong, Ruwen Qin, Wenqing Hu, 2020 .

Joint Manufacturing and Onsite Microgrid System Control Using Markov Decision Process and Neural Network Integrated Reinforcement Learning

Wenqing Hu, Zeyi Sun, Yu Li, 2019, Procedia Manufacturing.

FWDA: a Fast Wishart Discriminant Analysis with its Application to Electronic Health Records Data Classification pdf

Wei Cheng, Haoyi Xiong, Jiang Bian, 2017, ArXiv.

Stochastic Recursive Momentum Method for Non-Convex Compositional Optimization

Wenqing Hu, Huizhuo Yuan, Wenqing Hu, 2020, 2006.01688.

$\mathcal{DBSDA}$ : Lowering the Bound of Misclassification Rate for Sparse Linear Discriminant Analysis via Model Debiasing

Haoyi Xiong, Jiang Bian, Wenqing Hu, 2019, IEEE Transactions on Neural Networks and Learning Systems.

Provably Good Early Detection of Diseases using Non-Sparse Covariance-Regularized Linear Discriminant Analysis pdf

Yanjie Fu, Haoyi Xiong, Guanling Chen, 2016, ArXiv.

Efficient Smooth Non-Convex Stochastic Compositional Optimization via Stochastic Recursive Gradient Descent

Xiangru Lian, Wenqing Hu, Chris Junchi Li, 2019, NeurIPS.

Real-time frequency regulation using aggregated electric vehicles in smart grid

Md. Monirul Islam, Haoyi Xiong, Xiao Zhong, 2019, Comput. Ind. Eng..

Joint control of manufacturing and onsite microgrid system via novel neural-network integrated reinforcement learning algorithms

Wenqing Hu, Zeyi Sun, Kaibo Xu, 2022, Applied Energy.

A Convergence Analysis of the Perturbed Compositional Gradient Flow: Averaging Principle and Normal Deviations

Wenqing Hu, Chris Junchi Li, Wenqing Hu, 2017, 1709.00515.

On Diffusion in Narrow Random Channels

Wenqing Hu, Mark Freidlin, Wenqing Hu, 2012, 1210.5226.