Jiashun Jin

Jiashun Jin

Carnegie Mellon University

H-index: 36

North America-United States

About Jiashun Jin

Jiashun Jin, With an exceptional h-index of 36 and a recent h-index of 25 (since 2020), a distinguished researcher at Carnegie Mellon University, specializes in the field of Statistics, Machine Learning, Cosmology and Astronomy, Computer Security, Probability.

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

Improved Algorithm and Bounds for Successive Projection

Mixed membership estimation for social networks

Subject clustering by IF-PCA and several recent methods

Phase transition for detecting a small community in a large network

Sharp results for NIEP and NMF

Recent advances in text analysis

Signal-noise ratio of genetic associations and statistical power of SNP-set tests

Special invited paper: The SCORE normalization, especially for heterogeneous network and text data

Jiashun Jin Information

University

Position

Professor of Statistics

Citations(all)

5185

Citations(since 2020)

2155

Cited By

4006

hIndex(all)

36

hIndex(since 2020)

25

i10Index(all)

49

i10Index(since 2020)

38

Email

University Profile Page

Carnegie Mellon University

Google Scholar

View Google Scholar Profile

Jiashun Jin Skills & Research Interests

Statistics

Machine Learning

Cosmology and Astronomy

Computer Security

Probability

Top articles of Jiashun Jin

Title

Journal

Author(s)

Publication Date

Improved Algorithm and Bounds for Successive Projection

International Conference on Learning Representations

Jiashun Jin

Zheng Tracy Ke

Gabriel Moryoussef

Jiajun Tang

Jingming Wang

2024/3/16

Mixed membership estimation for social networks

Journal of Econometrics

Jiashun Jin

Zheng Tracy Ke

Shengming Luo

2024/2/1

Subject clustering by IF-PCA and several recent methods

Frontiers in Genetics

Dieyi Chen

Jiashun Jin

Zheng Tracy Ke

2023/5/23

Phase transition for detecting a small community in a large network

Jiashun Jin

Zheng Tracy Ke

Paxton Turner

Anru R Zhang

2023/3/9

Sharp results for NIEP and NMF

Jiashun Jin

Tzu-Kuo Huang

2023/10/13

Recent advances in text analysis

Zheng Tracy Ke

Pengsheng Ji

Jiashun Jin

Wanshan Li

2023

Signal-noise ratio of genetic associations and statistical power of SNP-set tests

The Annals of Applied Statistics

Hong Zhang

Ming Liu

Jiashun Jin

Zheyang Wu

2023/9

Special invited paper: The SCORE normalization, especially for heterogeneous network and text data

Stat

Zheng Tracy Ke

Jiashun Jin

2023/1

Optimal estimation of the number of network communities

Journal of the American Statistical Association

Jiashun Jin

Zheng Tracy Ke

Shengming Luo

Minzhe Wang

2023/7/3

Supplementary material of “Mixed membership estimation for social networks”

Jiashun Jin

Zheng Tracy Ke

Shengming Luo

2022/12/2

The SCORE normalization, especially for highly heterogeneous network and text data

arXiv preprint arXiv:2204.11097

Zheng Tracy Ke

Jiashun Jin

2022/4/23

Rejoinder:“Co-citation and Co-authorship Networks of Statisticians”

Journal of Business & Economic Statistics

Pengsheng Ji

Jiashun Jin

Zheng Tracy Ke

Wanshan Li

2022/4/3

Co-citation and Co-authorship Networks of Statisticians

Journal of Business & Economic Statistics

Pengsheng Ji

Jiashun Jin

Zheng Tracy Ke

Wanshan Li

2022/4/3

A sharp NMF result with applications in network modeling

Advances in Neural Information Processing Systems

Jiashun Jin

2022/12/6

Optimal adaptivity of signed-polygon statistics for network testing

The Annals of Statistics

Jiashun Jin

Zheng Tracy Ke

Shengming Luo

2021/12/14

Improvements on score, especially for weak signals

Sankhya A

Jiashun Jin

Zheng Tracy Ke

Shengming Luo

2021/3

Sharp impossibility results for hyper-graph testing

Advances in Neural Information Processing Systems

Jiashun Jin

Zheng Tracy Ke

Jiajun Liang

2021/12/6

Distributions and power of optimal signal-detection statistics in finite case

IEEE Transactions on Signal Processing

Hong Zhang

Jiashun Jin

Zheyang Wu

2020/1/16

See List of Professors in Jiashun Jin University(Carnegie Mellon University)

Co-Authors

H-index: 121
Jianqing  Fan

Jianqing Fan

Princeton University

H-index: 89
Larry Wasserman

Larry Wasserman

Carnegie Mellon University

H-index: 77
T. Tony Cai

T. Tony Cai

University of Pennsylvania

H-index: 52
Chris Clifton

Chris Clifton

Purdue University

H-index: 19
Zheng Tracy Ke

Zheng Tracy Ke

Harvard University

H-index: 11
Xinge Jessie Jeng

Xinge Jessie Jeng

North Carolina State University

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