Yili Hong

Yili Hong

Virginia Polytechnic Institute and State University

H-index: 28

North America-United States

About Yili Hong

Yili Hong, With an exceptional h-index of 28 and a recent h-index of 22 (since 2020), a distinguished researcher at Virginia Polytechnic Institute and State University, specializes in the field of Engineering Statistics, Reliability, Machine Learning, Statistical Computing, Biostatistics.

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

On Equivalence of Likelihood-Based Confidence Bands for Fatigue-Life and Fatigue-Strength Distributions

A Detailed Historical and Statistical Analysis of the Influence of Hardware Artifacts on SPEC Integer Benchmark Performance

Prediction for distributional outcomes in high-performance computing input/output variability

Adaptive-region sequential design with quantitative and qualitative factors in application to HPC configuration

Multivariate Functional Clustering with Variable Selection and Application to Sensor Data from Engineering Systems

Design Strategies and Approximation Methods for High-Performance Computing Variability Management

The computing of the Poisson multinomial distribution and applications in ecological inference and machine learning

Planning Reliability Assurance Tests for Autonomous Vehicles

Yili Hong Information

University

Position

Professor of Statistics

Citations(all)

2839

Citations(since 2020)

1824

Cited By

1735

hIndex(all)

28

hIndex(since 2020)

22

i10Index(all)

61

i10Index(since 2020)

48

Email

University Profile Page

Virginia Polytechnic Institute and State University

Google Scholar

View Google Scholar Profile

Yili Hong Skills & Research Interests

Engineering Statistics

Reliability

Machine Learning

Statistical Computing

Biostatistics

Top articles of Yili Hong

Title

Journal

Author(s)

Publication Date

On Equivalence of Likelihood-Based Confidence Bands for Fatigue-Life and Fatigue-Strength Distributions

arXiv preprint arXiv:2403.12757

Peng Liu

Yili Hong

Luis A Escobar

William Q Meeker

2024/3/19

A Detailed Historical and Statistical Analysis of the Influence of Hardware Artifacts on SPEC Integer Benchmark Performance

arXiv preprint arXiv:2401.16690

Yueyao Wang

Samuel Furman

Nicolas Hardy

Margaret Ellis

Godmar Back

...

2024/1/30

Prediction for distributional outcomes in high-performance computing input/output variability

Journal of the Royal Statistical Society Series C: Applied Statistics

Li Xu

Yili Hong

Max D Morris

Kirk W Cameron

2024/1/22

Adaptive-region sequential design with quantitative and qualitative factors in application to HPC configuration

Journal of Quality Technology

Xia Cai

Li Xu

C Devon Lin

Yili Hong

Xinwei Deng

2024/1/1

Multivariate Functional Clustering with Variable Selection and Application to Sensor Data from Engineering Systems

INFORMS Journal on Data Science

Zhongnan Jin

Jie Min

Yili Hong

Pang Du

Qingyu Yang

2024/3/29

Design Strategies and Approximation Methods for High-Performance Computing Variability Management

Journal of Quality Technology

Yueyao Wang

Li Xu

Yili Hong

Rong Pan

Tyler Chang

...

2023/1/1

The computing of the Poisson multinomial distribution and applications in ecological inference and machine learning

Computational Statistics

Zhengzhi Lin

Yueyao Wang

Yili Hong

2023/12

Planning Reliability Assurance Tests for Autonomous Vehicles

arXiv preprint arXiv:2312.00186

Simin Zheng

Lu Lu

Yili Hong

Jian Liu

2023/11/30

Statistical Perspectives on Reliability of Artificial Intelligence Systems

Quality Engineering

Yili Hong

Jiayi Lian

Li Xu

Jie Min

Yueyao Wang

...

2023/1/2

Comments on “specifying prior distributions in reliability applications” by Tian, Lewis-Beck, Niemi, and Meeker

Applied Stochastic Models in Business and Industry

Jie Min

Zhengzhi Lin

Yili Hong

2023/6

Statistical Analysis of Modern Reliability Data

Yueyao Wang

I-Chen Lee

Lu Lu

Yili Hong

2023/4/22

A Spatially Correlated Competing Risks Time-to-Event Model for Supercomputer GPU Failure Data

arXiv preprint arXiv:2303.16369

Jie Min

Yili Hong

William Q Meeker

George Ostrouchov

2023/3/29

Deep Neural Network Identification of Limnonectes Species and New Class Detection Using Image Data

Journal of Agricultural, Biological and Environmental Statistics

Li Xu

Yili Hong

Eric P Smith

David S McLeod

Xinwei Deng

...

2023/12/24

Modeling bivariate geyser eruption system with covariate-adjusted recurrent event process

Journal of Applied Statistics

Zhongnan Jin

Lu Lu

Khaled Bedair

Yili Hong

2022/7/27

Reliability analysis of artificial intelligence systems using recurrent events data from autonomous vehicles

Journal of the Royal Statistical Society Series C: Applied Statistics

Jie Min

Yili Hong

Caleb B King

William Q Meeker

2022/8

Reliability Study of Battery Lives: A Functional Degradation Analysis Approach

arXiv preprint arXiv:2212.05515

Quyen Do

Pang Du

Yili Hong

2022/12/11

Modern statistical models and methods for estimating fatigue-life and fatigue-strength distributions from experimental data

arXiv preprint arXiv:2212.04550

William Q Meeker

Luis A Escobar

Francis G Pascual

Yili Hong

Peng Liu

...

2022/12/8

Building degradation index with variable selection for multivariate sensory data

Reliability Engineering & System Safety

Yueyao Wang

I-Chen Lee

Yili Hong

Xinwei Deng

2022/11/1

Mixed-input Gaussian process emulators for computer experiments with a large number of categorical levels

Journal of Quality Technology

Qiong Zhang

Peter Chien

Qing Liu

Li Xu

Yili Hong

2021/8/8

Degradation under dynamic operating conditions: Modeling, competing processes and applications

Journal of Quality Technology

Mohammadmahdi Hajiha

Xiao Liu

Yili Hong

2021/8/8

See List of Professors in Yili Hong University(Virginia Polytechnic Institute and State University)

Co-Authors

H-index: 68
Laura P. Sands

Laura P. Sands

Virginia Polytechnic Institute and State University

H-index: 59
James McCalley

James McCalley

Iowa State University

H-index: 57
William Q. Meeker

William Q. Meeker

Iowa State University

H-index: 39
Zhisheng YE

Zhisheng YE

National University of Singapore

H-index: 35
Ali R. Butt

Ali R. Butt

Virginia Polytechnic Institute and State University

H-index: 33
Kirk Cameron

Kirk Cameron

Virginia Polytechnic Institute and State University

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