Jiayu Zhai

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 15

Top Topics

Differential Equations

Community Detection

Adaptive Sampling

Top Venues

SIAM/ASA J. Uncertain. Quantification

Publications

Kejun Tang, Jiayu Zhai, Xiaoliang Wan, Chao Yang
Adversarial Adaptive Sampling: Unify PINN and Optimal Transport for the Approximation of PDEs. ICLR (2024)
Jiayu Zhai, Lequan Lin, Dai Shi, Junbin Gao
Bregman Graph Neural Network. ICASSP (2024)
Jiayu Zhai, Jinting Wang, Hao Cui, Qiming Chen, Jiuge Lin, Donghua Pan, Liyi Li
Rodent Transcranial Magnetic Stimulation Coil Structure With Controllable Induction Electric Field Direction. IEEE Access 12 (2024)
Xili Wang, Kejun Tang, Jiayu Zhai, Xiaoliang Wan, Chao Yang
Deep adaptive sampling for surrogate modeling without labeled data. CoRR (2024)
Jiayu Zhai, Lequan Lin, Dai Shi, Junbin Gao
Bregman Graph Neural Network. CoRR (2023)
Kejun Tang, Jiayu Zhai, Xiaoliang Wan, Chao Yang
Adversarial Adaptive Sampling: Unify PINN and Optimal Transport for the Approximation of PDEs. CoRR (2023)
Jiayu Zhai, Matthew Dobson, Yao Li
A deep learning method for solving Fokker-Planck equations. MSML (2021)
Xiaoliang Wan, Jiayu Zhai
A Minimum Action Method for Dynamical Systems with Constant Time Delays. SIAM J. Sci. Comput. 43 (1) (2021)
Matthew Dobson, Yao Li, Jiayu Zhai
Using Coupling Methods to Estimate Sample Quality of Stochastic Differential Equations. SIAM/ASA J. Uncertain. Quantification 9 (1) (2021)
Jiayu Zhai, Matthew Dobson, Yao Li
A deep learning method for solving Fokker-Planck equations. CoRR (2020)
Matthew Dobson, Jiayu Zhai, Yao Li
Using coupling methods to estimate sample quality for stochastic differential equations. CoRR (2019)
Matthew Dobson, Yao Li, Jiayu Zhai
An efficient data-driven solver for Fokker-Planck equations: algorithm and analysis. CoRR (2019)
Xiaolong Deng, Zixiang Nie, Jiayu Zhai
Probabilistic Graphical Model Based Highly Scalable Directed Community Detection Algorithm. PAKDD (Workshops) (2019)
Xiaoliang Wan, Haijun Yu, Jiayu Zhai
Convergence Analysis of a Finite Element Approximation of Minimum Action Methods. SIAM J. Numer. Anal. 56 (3) (2018)
Xiaolong Deng, Jiayu Zhai, Tiejun Lv, Luanyu Yin
Efficient Vector Influence Clustering Coefficient Based Directed Community Detection Method. IEEE Access 5 (2017)