Xiuyuan Cheng
Duke University
H-index: 18
North America-United States
Top articles of Xiuyuan Cheng
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
The G-invariant graph Laplacian Part I: Convergence rate and eigendecomposition | Applied and Computational Harmonic Analysis | Eitan Rosen Paulina Hoyos Xiuyuan Cheng Joe Kileel Yoel Shkolnisky | 2024/2/21 |
Stage-Regularized Neural Stein Critics For Testing Goodness-Of-Fit Of Generative Models | Matthew Repasky Xiuyuan Cheng Yao Xie | 2024/4/14 | |
Gene trajectory inference for single-cell data by optimal transport metrics | Nature Biotechnology | Rihao Qu Xiuyuan Cheng Esen Sefik Jay S Stanley III Boris Landa | 2024/4/5 |
Flow-based Distributionally Robust Optimization | IEEE Journal on Selected Areas in Information Theory | Chen Xu Jonghyeok Lee Xiuyuan Cheng Yao Xie | 2024/2/27 |
Deep graph kernel point processes | arXiv preprint arXiv:2306.11313 | Zheng Dong Matthew Repasky Xiuyuan Cheng Yao Xie | 2023/6/20 |
Computing high-dimensional optimal transport by flow neural networks | Chen Xu Xiuyuan Cheng Yao Xie | 2023/12/28 | |
G-invariant diffusion maps | arXiv preprint arXiv:2306.07350 | Eitan Rosen Xiuyuan Cheng Yoel Shkolnisky | 2023/6/12 |
Convergence of flow-based generative models via proximal gradient descent in Wasserstein space | arXiv preprint arXiv:2310.17582 | Xiuyuan Cheng Jianfeng Lu Yixin Tan Yao Xie | 2023/10/26 |
Training neural networks for sequential change-point detection | Junghwan Lee Yao Xie Xiuyuan Cheng | 2023/6/4 | |
Robust inference of manifold density and geometry by doubly stochastic scaling | SIAM Journal on Mathematics of Data Science | Boris Landa Xiuyuan Cheng | 2023/9/30 |
Neural Differential Recurrent Neural Network with Adaptive Time Steps | arXiv preprint arXiv:2306.01674 | Yixuan Tan Liyan Xie Xiuyuan Cheng | 2023/6/2 |
Neural Stein Critics With Staged L2-Regularization | IEEE Transactions on Information Theory | Matthew Repasky Xiuyuan Cheng Yao Xie | 2023/7/27 |
LMD: Multiscale Marker Identification in Single-cell RNA-seq Data | bioRxiv | Ruiqi Li Rihao Qu Fabio Parisi Francesco Strino Xiuyuan Cheng | 2023 |
Crime Hot-Spot Modeling via Topic Modeling and Relative Density Estimation | arXiv preprint arXiv:2202.04176 | Jonathan Zhou Sarah Huestis-Mitchell Xiuyuan Cheng Yao Xie | 2022/2/8 |
Normalizing flow neural networks by JKO scheme | Chen Xu Xiuyuan Cheng Yao Xie | 2023 | |
Invertible neural networks for graph prediction | IEEE Journal on Selected Areas in Information Theory | Chen Xu Xiuyuan Cheng Yao Xie | 2022/9 |
An alternative approach to train neural networks using monotone variational inequality | Chen Xu Xiuyuan Cheng Yao Xie | 2022 | |
Spatio-temporal point processes with deep non-stationary kernels | Zheng Dong Xiuyuan Cheng Yao Xie | 2023 | |
Neural Stein critics with staged -regularization | arXiv preprint arXiv:2207.03406 | Matthew Repasky Xiuyuan Cheng Yao Xie | 2022/7/7 |
Neural Spectral Marked Point Processes | arXiv preprint arXiv:2106.10773 | Shixiang Zhu Haoyun Wang Xiuyuan Cheng Yao Xie | 2021/6/20 |
