Wenqing Hu
机构: Missouri University of Science and Technology (formerly University of Missouri, Rolla)
主页: mst.edu
每年引用次数
引用次数
引用: 725
H-指数: 13
I10-指数 : 15
出版物: 50
Random perturbations of dynamical systems with reflecting boundary and corresponding PDE with a small parameter
Wenqing Hu , Lucas Tcheuko
Asymptotic Analysis 87 ( 4) 187 -200
1
2014
Efficient Smooth Non-Convex Stochastic Compositional Optimization via Stochastic Recursive Gradient Descent
Wenqing Hu , Xiangru Lian , Ji Liu , Chris Junchi Li
neural information processing systems 32 6926 -6935
3
2019
On the Noisy Gradient Descent that Generalizes as SGD
Jingfeng Wu , Wenqing Hu , Haoyi Xiong , Jun Huan
arXiv: Learning
57
2019
ON STOCHASTICITY IN NEARLY-ELASTIC SYSTEMS
Mark Freidlin , Wenqing Hu
Stochastics and Dynamics 12 ( 03) 1150020
5
2012
On Diffusion in Narrow Random Channels
Mark Freidlin , Wenqing Hu
Journal of Statistical Physics 152 ( 1) 136 -158
11
2013
Wave front propagation for a reaction?diffusion equation in narrow random channels
Mark Freidlin , Wenqing Hu
Nonlinearity 26 ( 8) 2333 -2356
4
2013
Itô’s Formula, the Stochastic Exponential, and Change of Measure on General Time Scales
Wenqing Hu
Abstract and Applied Analysis 2017 1 -13
4
2017
On the Global Convergence of Continuous–Time Stochastic Heavy–Ball Method for Nonconvex Optimization
Wenqing Hu , Chris Junchi Li , Xiang Zhou
2019 IEEE International Conference on Big Data (Big Data) 94 -104
2019
Large deviations and averaging for systems of slow-fast stochastic reaction–diffusion equations
Wenqing Hu , Michael Salins , Konstantinos Spiliopoulos
Stochastics and Partial Differential Equations: Analysis and Computations 7 ( 4) 808 -874
8
2019
AWDA: An Adaptive Wishart Discriminant Analysis
Haoyi Xiong , Wei Cheng , Wenqing Hu , Jiang Bian
2017 IEEE International Conference on Data Mining (ICDM) 525 -534
5
2017
Multi-party Sparse Discriminant Learning
Jiang Bian , Haoyi Xiong , Wei Cheng , Wenqing Hu
2017 IEEE International Conference on Data Mining (ICDM) 745 -750
3
2017
Hypoelliptic multiscale Langevin diffusions: large deviations, invariant measures and small mass asymptotics
Wenqing Hu , Konstantinos Spiliopoulos
Electronic Journal of Probability 22 1 -38
6
2017
On Perturbations of Generalized Landau-Lifshitz Dynamics
Mark Freidlin , Wenqing Hu
Journal of Statistical Physics 144 ( 5) 978 -1008
13
2011
On metastability in nearly-elastic systems
Wenqing Hu
Asymptotic Analysis 79 ( 1-2) 65 -86
1
2012
On the fast convergence of random perturbations of the gradient flow
Jiaojiao Yang , Wenqing Hu , Chris Junchi Li
Asymptotic Analysis 122 371 -393
13
2021
Joint Manufacturing and Onsite Microgrid System Control using Markov Decision Process and Neural Network Integrated Reinforcement Learning
Wenqing Hu , Zeyi Sun , Yunchao Zhang , Yu Li
Procedia Manufacturing 39 1242 -1249
2019
A Framework of Integrating Manufacturing Plants in Smart Grid Operation: Manufacturing Flexible Load Identification
Md. Monirul Islam , Zeyi Sun , Wenqing Hu , Cihan Dagli
Procedia Manufacturing 39 1232 -1241
2019
Small mass asymptotic for the motion with vanishing friction
Mark Freidlin , Wenqing Hu , Alexander Wentzell
Stochastic Processes and their Applications 123 ( 1) 45 -75
19
2013
Real-time frequency regulation using aggregated electric vehicles in smart grid
Md. Monirul Islam , Xiao Zhong , Zeyi Sun , Haoyi Xiong
Computers & Industrial Engineering 134 11 -26
11
2019
On the Long-Time Behavior of a Perturbed Conservative System with Degeneracy
Wenqing Hu
Journal of Theoretical Probability 33 ( 3) 1266 -1295
2
2020