Xinwei Deng

Xinwei Deng

Virginia Polytechnic Institute and State University

H-index: 23

North America-United States

About Xinwei Deng

Xinwei Deng, With an exceptional h-index of 23 and a recent h-index of 19 (since 2020), a distinguished researcher at Virginia Polytechnic Institute and State University, specializes in the field of machine learning, statistical modeling, design of experiments.

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

A latent process approach to change-point detection of mixed-type observations

An uncertainty quantification framework for agent-based modeling and simulation in networked anagram games

Modeling and active learning for experiments with quantitative-sequence factors

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

How do multimodal LLMs really fare in classical vision few-shot challenges? A deep dive

Bayesian D-Optimal Design of Experiments with Quantitative and Qualitative Responses

Uncertainty Visualization for Characterizing Heterogeneous Human Behaviors in Discrete Dynamical System Models

How Do Large Multimodal Models Really Fare in Classical Vision Few-Shot Challenges? A Deep Dive

Xinwei Deng Information

University

Position

Associate of Professor of Statistics

Citations(all)

1793

Citations(since 2020)

1272

Cited By

973

hIndex(all)

23

hIndex(since 2020)

19

i10Index(all)

47

i10Index(since 2020)

40

Email

University Profile Page

Virginia Polytechnic Institute and State University

Google Scholar

View Google Scholar Profile

Xinwei Deng Skills & Research Interests

machine learning

statistical modeling

design of experiments

Top articles of Xinwei Deng

Title

Journal

Author(s)

Publication Date

A latent process approach to change-point detection of mixed-type observations

Quality Engineering

Shuyu Chu

Xueying Liu

Achla Marathe

Xinwei Deng

2024/4/2

An uncertainty quantification framework for agent-based modeling and simulation in networked anagram games

Journal of Simulation

Zhihao Hu

Xueying Liu

Xinwei Deng

Chris J Kuhlman

2024/3/2

Modeling and active learning for experiments with quantitative-sequence factors

Journal of the American Statistical Association

Qian Xiao

Yaping Wang

Abhyuday Mandal

Xinwei Deng

2024/1/2

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

How do multimodal LLMs really fare in classical vision few-shot challenges? A deep dive

Qing Guo

Prashan Wanigasekara

Skyler Zheng

Jacob Zhiyuan Fang

Xinwei Deng

...

2023

Bayesian D-Optimal Design of Experiments with Quantitative and Qualitative Responses

The New England Journal of Statistics in Data Science

Lulu Kang

Xinwei Deng

Ran Jin

2023/4/21

Uncertainty Visualization for Characterizing Heterogeneous Human Behaviors in Discrete Dynamical System Models

Advances in complex systems

Xueying Liu

Zhihao Hu

Xinwei Deng

Chris J Kuhlman

2023/8

How Do Large Multimodal Models Really Fare in Classical Vision Few-Shot Challenges? A Deep Dive

Qing Guo

Prashan Wanigasekara

Jian Zheng

Jacob Zhiyuan Fang

Xinwei Deng

...

2023/12/12

Bayesian Sparse regression for mixed multi-responses with application to runtime metrics prediction in fog manufacturing

Technometrics

Xiaoyu Chen

Xiaoning Kang

Ran Jin

Xinwei Deng

2023/4/3

Alternative approaches for creating a wealth index: the case of Mozambique

BMJ Global Health

Kexin Xie

Achla Marathe

Xinwei Deng

Paula Ruiz-Castillo

Saimado Imputiua

...

2023/8/1

A Calibration Model For Bot-Like Behaviors In Agent-Based Anagram Game Simulation

Xueying Liu

Zhihao Hu

Xinwei Deng

Chris J Kuhlman

2023/12/10

Challenges of modeling and analysis in cybermanufacturing: a review from a machine learning and computation perspective

SungKu Kang

Ran Jin

Xinwei Deng

Ron S Kenett

2023/2/1

BOHEMIA a cluster randomized trial to assess the impact of an endectocide-based one health approach to malaria in Mozambique: baseline demographics and key malaria indicators

Malaria Journal

Paula Ruiz-Castillo

Saimado Imputiua

Kexin Xie

Eldo Elobolobo

Patricia Nicolas

...

2023/6/4

Learning Common Knowledge Networks Via Exponential Random Graph Models

Xueying Liu

Zhihao Hu

Xinwei Deng

Chris Kuhlman

2023/11/6

Statistical perspectives on reliability of artificial intelligence systems

Quality Engineering

Yili Hong

Jiayi Lian

Li Xu

Jie Min

Yueyao Wang

...

2023/1/2

A UCB-Based Tree Search Approach to Joint Verification-Correction Strategy for Large-Scale Systems

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Peng Xu

Xinwei Deng

Alejandro Salado

2023/5/4

Indicator-based Bayesian variable selection for Gaussian process models in computer experiments

Computational Statistics & Data Analysis

Fan Zhang

Ray-Bing Chen

Ying Hung

Xinwei Deng

2023/9/1

JST-RR model: joint modeling of ratings and reviews in sentiment-topic prediction

Technometrics

Qiao Liang

Shyam Ranganathan

Kaibo Wang

Xinwei Deng

2023/1/2

Covariance Estimation via the Modified Cholesky Decomposition

Xiaoning Kang

Zhiyang Zhang

Xinwei Deng

2023/4/22

On Block Cholesky Decomposition for Sparse Inverse Covariance Estimation

arXiv preprint arXiv:2308.09256

Xiaoning Kang

Jiayi Lian

Xinwei Deng

2023/8/18

See List of Professors in Xinwei Deng University(Virginia Polytechnic Institute and State University)

Co-Authors

H-index: 72
C. F. Jeff Wu

C. F. Jeff Wu

Georgia Institute of Technology

H-index: 51
Ming Yuan

Ming Yuan

Columbia University in the City of New York

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