Ping Ma

Ping Ma

University of Georgia

H-index: 30

North America-United States

About Ping Ma

Ping Ma, With an exceptional h-index of 30 and a recent h-index of 22 (since 2020), a distinguished researcher at University of Georgia, specializes in the field of big data analytics, nonparametric modeling, computational biology, geophysics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Shifting Sands: How Change-Point and Community Detection Can Enrich Our Understanding of International Politics

Orthogonal multimodality integration and clustering in single-cell data

Projection‐based techniques for high‐dimensional optimal transport problems

Elucidating dynamic cell lineages and gene networks in time-course single cell differentiation

Model checking in large-scale dataset via structure-adaptive-sampling

Optimal sampling designs for multidimensional streaming time series with application to power grid sensor data

Knowledge distillation of llm for education

Subsampling in large graphs using ricci curvature

Ping Ma Information

University

Position

___

Citations(all)

3324

Citations(since 2020)

1863

Cited By

2051

hIndex(all)

30

hIndex(since 2020)

22

i10Index(all)

58

i10Index(since 2020)

44

Email

University Profile Page

University of Georgia

Google Scholar

View Google Scholar Profile

Ping Ma Skills & Research Interests

big data analytics

nonparametric modeling

computational biology

geophysics

Top articles of Ping Ma

Title

Journal

Author(s)

Publication Date

Shifting Sands: How Change-Point and Community Detection Can Enrich Our Understanding of International Politics

International Interactions

Zhen Wang

Huimin Cheng

Wenxuan Zhong

Ping Ma

Amanda Murdie

2024/2/16

Orthogonal multimodality integration and clustering in single-cell data

BMC bioinformatics

Yongkai * Chen

Yufang* Liu

Haoran Lu

Wenxuan Zhong

Guocheng Yuan

...

2024

Projection‐based techniques for high‐dimensional optimal transport problems

Jingyi Zhang

Ping Ma

Wenxuan Zhong

Cheng Meng

2022/5

Elucidating dynamic cell lineages and gene networks in time-course single cell differentiation

Artificial intelligence in the life sciences

Mengrui Zhang

Yongkai Chen

Dingyi Yu

Wenxuan Zhong

Jingyi Zhang

...

2023/12/1

Model checking in large-scale dataset via structure-adaptive-sampling

Statistica Sinica

Yixin Han

Ping Ma

Haojie Ren

Zhaojun Wang

2023/1

Optimal sampling designs for multidimensional streaming time series with application to power grid sensor data

The Annals of Applied Statistics

Rui Xie

Shuyang Bai

Ping Ma

2023/12

Knowledge distillation of llm for education

arXiv preprint arXiv:2312.15842

Ehsan Latif

Fang Luyang

Ma Ping

Xiaoming Zhai

2023/12/27

Subsampling in large graphs using ricci curvature

Shushan Wu

Huimin Cheng

Jiazhang Cai

Ping Ma

Wenxuan Zhong

2023

Unsupervised Anomaly Detection and Diagnosis in Power Electronic Networks: Informative Leverage and Multivariate Functional Clustering Approaches

IEEE Transactions on Smart Grid

Shushan Wu

Luyang Fang

Jinan Zhang

TN Sriram

Stephen J Coshatt

...

2023/10/23

Leverage classifier: Another look at support vector machine

arXiv preprint arXiv:2308.12444

Yixin Han

Jun Yu

Nan Zhang

Cheng Meng

Ping Ma

...

2023/8/23

An optimal transport approach for selecting a representative subsample with application in efficient kernel density estimation

Journal of Computational and Graphical Statistics

Jingyi Zhang

Cheng Meng

Jun Yu

Mengrui Zhang

Wenxuan Zhong

...

2023/1/2

Enhanced Cyber-Attack Detection in Intelligent Motor Drives: A Transfer Learning Approach with Convolutional Neural Networks

IEEE Journal of Emerging and Selected Topics in Industrial Electronics

Bowen Yang

Shushan Wu

Kun Hu

Jin Ye

Wenzhan Song

...

2023/12/25

Asymptotic analysis of sampling estimators for randomized numerical linear algebra algorithms

Journal of Machine Learning Research

Ping Ma

Yongkai Chen

Xinlian Zhang

Xin Xing

Jingyi Ma

...

2022

Smoothing splines approximation using Hilbert curve basis selection

Journal of Computational and Graphical Statistics

Cheng Meng

Jun Yu

Yongkai Chen

Wenxuan Zhong

Ping Ma

2022/7/3

Knowledge Cascade: Reverse Knowledge Distillation

Luyang Fang

Haoran Lu

Wenxuan Zhong

Ping Ma

2022/9/29

Bayesian spline smoothing with ambiguous penalties

Canadian Journal of Statistics

Xinlian Zhang

Gauri S Datta

Ping Ma

Wenxuan Zhong

2021/9

Estimation and model selection for nonparametric function-on-function regression

Journal of Computational and Graphical Statistics

Zhanfeng Wang

Hao Dong

Ping Ma

Yuedong Wang

2022/7/3

CONGO²: Scalable online anomaly detection and localization in power electronics networks

IEEE internet of things journal

Jun Yu

Huimin Cheng

Jinan Zhang

Qi Li

Shushan Wu

...

2022/1/14

High resolution 3D terrestrial LiDAR for cotton plant main stalk and node detection

Computers and electronics in agriculture

Shangpeng Sun

Changying Li

Peng W Chee

Andrew H Paterson

Cheng Meng

...

2021/8/1

Best Subset Selection: Statistical Computing Meets Quantum Computing

arXiv preprint arXiv:2107.08359

Wenxuan Zhong

Yuan Ke

Ye Wang

Yongkai Chen

Jinyang Chen

...

2021/7/18

See List of Professors in Ping Ma University(University of Georgia)

Co-Authors

H-index: 95
Jun S Liu

Jun S Liu

Harvard University

H-index: 79
Bin YU

Bin YU

University of California, Berkeley

H-index: 75
Michael Mahoney

Michael Mahoney

University of California, Berkeley

H-index: 74
Robert D. van der Hilst

Robert D. van der Hilst

Massachusetts Institute of Technology

H-index: 72
Guo-Cheng Yuan

Guo-Cheng Yuan

Icahn School of Medicine at Mount Sinai

H-index: 71
Robert J Schmitz

Robert J Schmitz

University of Georgia

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