Xiuyuan Cheng

Physics and AstronomyComputer ScienceMathematics

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 20 papers. Top paper: “Spectral Embedding Norm: Looking Deep into the Spectrum of the Graph Laplacian”.

Spectral Embedding Norm: Looking Deep into the Spectrum of the Graph Laplacian

SIAM Journal on Imaging Sciences(2020)10.1137/18m1283160

N/A

0DataRank · unranked

15 citations

Gal Mishne, Xiuyuan Cheng

A Witness Function Based Construction of Discriminative Models Using Hermite Polynomials

Frontiers in Applied Mathematics and Statistics(2020)10.3389/fams.2020.00031

N/A

0DataRank · unranked

6 citations

Xiuyuan Cheng, Alexander Cloninger, H. N. Mhaskar

Butterfly-Net: Optimal Function Representation Based on Convolutional Neural Networks

Communications in Computational Physics(2020)10.4208/cicp.oa-2020-0214

N/A

0DataRank · unranked

6 citations

Xiuyuan Cheng, Jianfeng Lu, Yingzhou Li

On matrix rearrangement inequalities

Proceedings of the American Mathematical Society(2020)10.1090/proc/14831

N/A

0DataRank · unranked

0 citations

Xiuyuan Cheng, Lillian B. Pierce, Stefan Steinerberger, Rima Alaifari

Detection of differentially abundant cell subpopulations in scRNA-seq data

Proceedings of the National Academy of Sciences(2021)10.1073/pnas.2100293118

N/A

0DataRank · unranked

168 citations

Ariel Jaffe, Henry Li, Ofir Lindenbaum, Esen Sefik, Ruaidhrí Jackson +4 more

Eigen-convergence of Gaussian kernelized graph Laplacian by manifold heat interpolation

Applied and Computational Harmonic Analysis(2022)10.1016/j.acha.2022.06.003

N/A

0DataRank · unranked

14 citations

Nan Wu, Xiuyuan Cheng

Classification Logit Two-Sample Testing by Neural Networks for Differentiating Near Manifold Densities

IEEE Transactions on Information Theory(2022)10.1109/tit.2022.3175691

N/A

0DataRank · unranked

7 citations

Alexander Cloninger, Xiuyuan Cheng

Invertible Neural Networks for Graph Prediction

IEEE Journal on Selected Areas in Information Theory(2022)10.1109/jsait.2022.3221864

N/A

0DataRank · unranked

7 citations

Xiuyuan Cheng, Yao Xie, Chen Xu

Gene Trajectory Inference for Single-cell Data by Optimal Transport Metrics

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.07.08.499404

N/A

0DataRank · unranked

3 citations

Xiuyuan Cheng, Esen Sefik, Jay S. Stanley, Boris Landa, Francesco Strino +8 more

Bi-stochastically normalized graph Laplacian: convergence to manifold Laplacian and robustness to outlier noise

arXiv (Cornell University)(2022)10.48550/arxiv.2206.11386

N/A

0DataRank · unranked

0 citations

Boris Landa, Xiuyuan Cheng

Robust Inference of Manifold Density and Geometry by Doubly Stochastic Scaling

SIAM Journal on Mathematics of Data Science(2023)10.1137/22m1516968

N/A

0DataRank · unranked

5 citations

Xiuyuan Cheng, Boris Landa

Neural Stein Critics With Staged L 2-Regularization

IEEE Transactions on Information Theory(2023)10.1109/tit.2023.3299258

N/A

0DataRank · unranked

2 citations

Xiuyuan Cheng, Yao Xie, Matthew Repasky

The G-invariant graph Laplacian

arXiv (Cornell University)(2023)10.48550/arxiv.2303.17001

N/A

0DataRank · unranked

0 citations

Hoyos, Paulina, Xiuyuan Cheng, Kileel, Joe, Yoel Shkolnisky, Eitan Rosen

G-invariant diffusion maps

arXiv (Cornell University)(2023)10.48550/arxiv.2306.07350

N/A

0DataRank · unranked

0 citations

Xiuyuan Cheng, Yoel Shkolnisky, Eitan Rosen

Gene trajectory inference for single-cell data by optimal transport metrics

Nature Biotechnology(2024)10.1038/s41587-024-02186-3

N/A

0DataRank · unranked

44 citations

Xiuyuan Cheng, Esen Sefik, Jay S. Stanley, Boris Landa, Francesco Strino +8 more

Bi-stochastically normalized graph Laplacian: convergence to manifold Laplacian and robustness to outlier noise

Information and Inference A Journal of the IMA(2024)10.1093/imaiai/iaae026

N/A

0DataRank · unranked

1 citations

Boris Landa, Xiuyuan Cheng

The G-invariant graph Laplacian Part I: Convergence rate and eigendecomposition

Applied and Computational Harmonic Analysis(2024)10.1016/j.acha.2024.101637

N/A

0DataRank · unranked

1 citations

Paulina Hoyos, Xiuyuan Cheng, Joe Kileel, Yoel Shkolnisky, Eitan Rosen

Adaptive Bayesian Regression on Data with Low Intrinsic Dimensionality

arXiv (Cornell University)(2024)10.48550/arxiv.2407.09286

N/A

0DataRank · unranked

0 citations

Nan Wu, Xiuyuan Cheng, David Dunson, Tao Tang

The G-invariant graph Laplacian part II: Diffusion maps

Applied and Computational Harmonic Analysis(2024)10.1016/j.acha.2024.101695

N/A

0DataRank · unranked

0 citations

Xiuyuan Cheng, Yoel Shkolnisky, Eitan Rosen

Cluster-independent multiscale marker identification in single-cell RNA-seq data using localized marker detector (LMD)

Communications Biology(2025)10.1038/s42003-025-08485-y

N/A

0DataRank · unranked

1 citations

Rihao Qu, Fabio Parisi, Francesco Strino, Hainan Lam, Jay S. Stanley +4 more