Xiang Zhou

Orcid: 0000-0002-3835-3894

Affiliations:
  • City University of Hong Kong, Kowloon, Hong Kong


According to our database1, Xiang Zhou authored at least 20 papers between 2009 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Value-Gradient Based Formulation of Optimal Control Problem and Machine Learning Algorithm.
SIAM J. Numer. Anal., April, 2023

Exploring the Optimal Choice for Generative Processes in Diffusion Models: Ordinary vs Stochastic Differential Equations.
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<sup>*</sup>.
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.
IEEE Trans. Multim., 2022

Learn Quasi-Stationary Distributions of Finite State Markov Chain.
Entropy, 2022

Residual-Quantile Adjustment for Adaptive Training of Physics-informed Neural Network.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Understanding Loss Landscapes of Neural Network Models in Solving Partial Differential Equations.
CoRR, 2021

Optimal Option Hedging with Policy Gradient.
Proceedings of the 2021 International Conference on Data Mining, 2021

2019
Quasi-Potential Calculation and Minimum Action Method for Limit Cycle.
J. Nonlinear Sci., 2019

Estimation of exciton diffusion lengths of organic semiconductors in random domains.
J. Comput. Phys., 2019

Fine-grained Attention and Feature-sharing Generative Adversarial Networks for Single Image Super-Resolution.
CoRR, 2019

2016
Finding Transition Pathways on Manifolds.
Multiscale Model. Simul., 2016

Explore Stochastic Instabilities of Periodic Points by Transition Path Theory.
J. Nonlinear Sci., 2016

Iterative minimization algorithm for efficient calculations of transition states.
J. Comput. Phys., 2016

2015
A Cross-Entropy Scheme for Mixtures.
ACM Trans. Model. Comput. Simul., 2015

Efficient Rare Event Simulation for Failure Problems in Random Media.
SIAM J. Sci. Comput., 2015

An Iterative Minimization Formulation for Saddle Point Search.
SIAM J. Numer. Anal., 2015

2014
Extreme Analysis of a Random Ordinary Differential Equation.
J. Appl. Probab., 2014

2011
Failure of random materials: a large deviation and computational study.
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.
Neural Comput., 2009


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