Xiang Zhou

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 14

Top Topics

Neural Network Model

Differential Equations

Training Procedure

Diffusion Models

Top Venues

J. Comput. Phys.

SIAM J. Numer. Anal.

J. Nonlinear Sci.

Publications

Zhiqiang Cai, Yu Cao, Yuanfei Huang, Xiang Zhou
Weak Generative Sampler to Efficiently Sample Invariant Distribution of Stochastic Differential Equation. CoRR (2024)
Alain Bensoussan, Jiayue Han, Sheung Chi Phillip Yam, Xiang Zhou
Value-Gradient Based Formulation of Optimal Control Problem and Machine Learning Algorithm. SIAM J. Numer. Anal. 61 (2) (2023)
Yu Cao, Jingrun Chen, Yixin Luo, Xiang Zhou
Exploring the Optimal Choice for Generative Processes in Diffusion Models: Ordinary vs Stochastic Differential Equations. CoRR (2023)
Keke Wu, Xiangru Jian, Rui Du, Jingrun Chen, Xiang Zhou
. BigData (2023)
Jiayue Han, Zhiqiang Cai, Zhiyou Wu, Xiang Zhou
Residual-Quantile Adjustment for Adaptive Training of Physics-informed Neural Network. CoRR (2022)
Yitong Yan, Chuangchuang Liu, Changyou Chen, Xianfang Sun, Longcun Jin, Xinyi Peng, Xiang Zhou
Fine-Grained Attention and Feature-Sharing Generative Adversarial Networks for Single Image Super-Resolution. IEEE Trans. Multim. 24 (2022)
Jiayue Han, Zhiqiang Cai, Zhiyou Wu, Xiang Zhou
Residual-Quantile Adjustment for Adaptive Training of Physics-informed Neural Network. Big Data (2022)
Zhiqiang Cai, Ling Lin, Xiang Zhou
Learn Quasi-Stationary Distributions of Finite State Markov Chain. Entropy 24 (1) (2022)
Keke Wu, Rui Du, Jingrun Chen, Xiang Zhou
Understanding Loss Landscapes of Neural Network Models in Solving Partial Differential Equations. CoRR (2021)
Jingrun Chen, Ling Lin, Zhiwen Zhang, Xiang Zhou
Estimation of exciton diffusion lengths of organic semiconductors in random domains. J. Comput. Phys. 376 (2019)
Ling Lin, Haijun Yu, Xiang Zhou
Quasi-Potential Calculation and Minimum Action Method for Limit Cycle. J. Nonlinear Sci. 29 (3) (2019)
Tiejun Li, Xiaoguang Li, Xiang Zhou
Finding Transition Pathways on Manifolds. Multiscale Model. Simul. 14 (1) (2016)
Yu Cao, Ling Lin, Xiang Zhou
Explore Stochastic Instabilities of Periodic Points by Transition Path Theory. J. Nonlinear Sci. 26 (3) (2016)
Weiguo Gao, Jing Leng, Xiang Zhou
Iterative minimization algorithm for efficient calculations of transition states. J. Comput. Phys. 309 (2016)
Weiguo Gao, Jing Leng, Xiang Zhou
An Iterative Minimization Formulation for Saddle Point Search. SIAM J. Numer. Anal. 53 (4) (2015)
Hui Wang, Xiang Zhou
A Cross-Entropy Scheme for Mixtures. ACM Trans. Model. Comput. Simul. 25 (1) (2015)
Jingchen Liu, Jianfeng Lu, Xiang Zhou
Efficient Rare Event Simulation for Failure Problems in Random Media. SIAM J. Sci. Comput. 37 (2) (2015)
Jingchen Liu, Xiang Zhou
Extreme Analysis of a Random Ordinary Differential Equation. J. Appl. Probab. 51 (4) (2014)
Jingchen Liu, Rohit Patra, Xiang Zhou, Weinan E
Failure of random materials: a large deviation and computational study. WSC (2011)
Xiang Zhou, KongFatt Wong-Lin, Philip Holmes
Time-Varying Perturbations Can Distinguish Among Integrate-to-Threshold Models for Perceptual Decision Making in Reaction Time Tasks. Neural Comput. 21 (8) (2009)