Xiang Zhou

According to our database, Xiang Zhou authored at least 30 papers between 2009 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Probability Flow Approach to the Onsager-Machlup Functional for Jump-Diffusion Processes.

Yuanfei Huang, Xiang Zhou, Jinqiao Duan

SIAM J. Appl. Math., 2025

Approximation of functionals on Korobov spaces with Fourier Functional Networks.

Peilin Liu, Yuqing Liu, Xiang Zhou, Ding-Xuan Zhou

Neural Networks, 2025

2024

Weak Generative Sampler to Efficiently Sample Invariant Distribution of Stochastic Differential Equation.

Zhiqiang Cai, Yu Cao, Yuanfei Huang, Xiang Zhou

CoRR, 2024

Critical points, stability, and basins of attraction of three Kuramoto oscillators with isosceles triangle network.

Xiaoxue Zhao, Xiang Zhou

Appl. Math. Lett., 2024

2023

Value-Gradient Based Formulation of Optimal Control Problem and Machine Learning Algorithm.

Alain Bensoussan, Jiayue Han, Sheung Chi Phillip Yam, Xiang Zhou

SIAM J. Numer. Anal., April, 2023

Exploring the Optimal Choice for Generative Processes in Diffusion Models: Ordinary vs Stochastic Differential Equations.

Yu Cao, Jingrun Chen, Yixin Luo, Xiang Zhou

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Roughness Index for Loss Landscapes of Neural Network Models of Partial Differential Equations^*.

Keke Wu, Xiangru Jian, Rui Du, Jingrun Chen, Xiang Zhou

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Fine-Grained Attention and Feature-Sharing Generative Adversarial Networks for Single Image Super-Resolution.

Yitong Yan, Chuangchuang Liu, Changyou Chen, Xianfang Sun, Longcun Jin, Xinyi Peng, Xiang Zhou

IEEE Trans. Multim., 2022

Active Learning for Saddle Point Calculation.

Shuting Gu, Hongqiao Wang, Xiang Zhou

J. Sci. Comput., 2022

Learn Quasi-Stationary Distributions of Finite State Markov Chain.

Zhiqiang Cai, Ling Lin, Xiang Zhou

Entropy, 2022

Residual-Quantile Adjustment for Adaptive Training of Physics-informed Neural Network.

Jiayue Han, Zhiqiang Cai, Zhiyou Wu, Xiang Zhou

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Projection Method for Saddle Points of Energy Functional in H^-1 Metric.

Shuting Gu, Ling Lin, Xiang Zhou

J. Sci. Comput., 2021

Understanding Loss Landscapes of Neural Network Models in Solving Partial Differential Equations.

Keke Wu, Rui Du, Jingrun Chen, Xiang Zhou

CoRR, 2021

Optimal Option Hedging with Policy Gradient.

Bo Xiao, Wuguannan Yao, Xiang Zhou

Proceedings of the 2021 International Conference on Data Mining, 2021

2020

Machine Learning and Control Theory.

Alain Bensoussan, Yiqun Li, Dinh Phan Cao Nguyen, Minh-Binh Tran, Sheung Chi Phillip Yam, Xiang Zhou

CoRR, 2020

2019

Quasi-Potential Calculation and Minimum Action Method for Limit Cycle.

Ling Lin, Haijun Yu, Xiang Zhou

J. Nonlinear Sci., 2019

Estimation of exciton diffusion lengths of organic semiconductors in random domains.

Jingrun Chen, Ling Lin, Zhiwen Zhang, Xiang Zhou

J. Comput. Phys., 2019

Fine-grained Attention and Feature-sharing Generative Adversarial Networks for Single Image Super-Resolution.

Yitong Yan, Chuangchuang Liu, Changyou Chen, Xianfang Sun, Longcun Jin, Xiang Zhou

CoRR, 2019

On the Global Convergence of Continuous-Time Stochastic Heavy-Ball Method for Nonconvex Optimization.

Wenqing Hu, Chris Junchi Li, Xiang Zhou

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Asymptotically Efficient Simulation of Elliptic Problems with Small Random Forcing.

Xiaoliang Wan, Xiang Zhou

SIAM J. Sci. Comput., 2018

Convex splitting method for the calculation of transition states of energy functional.

Shuting Gu, Xiang Zhou

J. Comput. Phys., 2018

2016

Finding Transition Pathways on Manifolds.

Tiejun Li, Xiaoguang Li, Xiang Zhou

Multiscale Model. Simul., 2016

Explore Stochastic Instabilities of Periodic Points by Transition Path Theory.

Yu Cao, Ling Lin, Xiang Zhou

J. Nonlinear Sci., 2016

Iterative minimization algorithm for efficient calculations of transition states.

Weiguo Gao, Jing Leng, Xiang Zhou

J. Comput. Phys., 2016

2015

A Cross-Entropy Scheme for Mixtures.

Hui Wang, Xiang Zhou

ACM Trans. Model. Comput. Simul., 2015

Efficient Rare Event Simulation for Failure Problems in Random Media.

Jingchen Liu, Jianfeng Lu, Xiang Zhou

SIAM J. Sci. Comput., 2015

An Iterative Minimization Formulation for Saddle Point Search.

Weiguo Gao, Jing Leng, Xiang Zhou

SIAM J. Numer. Anal., 2015

2014

Extreme Analysis of a Random Ordinary Differential Equation.

Jingchen Liu, Xiang Zhou

J. Appl. Probab., 2014

2011

Failure of random materials: a large deviation and computational study.

Jingchen Liu, Rohit Patra, Xiang Zhou, Weinan E

Proceedings of the Winter Simulation Conference 2011, 2011

2009

Time-Varying Perturbations Can Distinguish Among Integrate-to-Threshold Models for Perceptual Decision Making in Reaction Time Tasks.

Xiang Zhou, KongFatt Wong-Lin, Philip Holmes

Neural Comput., 2009