Xuwang Yin

Xuwang Yin

University of Virginia

H-index: 11

North America-United States

About Xuwang Yin

Xuwang Yin, With an exceptional h-index of 11 and a recent h-index of 9 (since 2020), a distinguished researcher at University of Virginia, specializes in the field of Adversarial machine learning, Generative models, Computer Vision.

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

End-to-end signal classification in signed cumulative distribution transform space

Harmbench: A standardized evaluation framework for automated red teaming and robust refusal

Enhancing Neural Network Transparency through Representation Analysis

Evaluating Robustness to Unforeseen Adversarial Attacks

Representation engineering: A top-down approach to ai transparency

A digital camera-based eye movement assessment method for NeuroEye examination

Invariance encoding in sliced-Wasserstein space for image classification with limited training data

Generative Robust Classification

Xuwang Yin Information

University

Position

___

Citations(all)

1219

Citations(since 2020)

643

Cited By

834

hIndex(all)

11

hIndex(since 2020)

9

i10Index(all)

11

i10Index(since 2020)

9

Email

University Profile Page

Google Scholar

Xuwang Yin Skills & Research Interests

Adversarial machine learning

Generative models

Computer Vision

Top articles of Xuwang Yin

End-to-end signal classification in signed cumulative distribution transform space

IEEE Transactions on Pattern Analysis and Machine Intelligence

2024/3/1

Harmbench: A standardized evaluation framework for automated red teaming and robust refusal

arXiv preprint arXiv:2402.04249

2024/2/6

Evaluating Robustness to Unforeseen Adversarial Attacks

2023/10/13

A digital camera-based eye movement assessment method for NeuroEye examination

IEEE Journal of Biomedical and Health Informatics

2023/6/14

Invariance encoding in sliced-Wasserstein space for image classification with limited training data

Pattern Recognition

2023/5/1

Generative Robust Classification

arXiv preprint arXiv:2212.07283

2022/12/14

Xuwang Yin
Xuwang Yin

H-Index: 6

Approach to quantify eye movements to augment stroke diagnosis with a non-calibrated eye-tracker

IEEE Transactions on Biomedical Engineering

2022/12/6

Learning energy-based models with adversarial training

2022/10/23

Xuwang Yin
Xuwang Yin

H-Index: 6

Local sliced-wasserstein feature sets for illumination-invariant face recognition

arXiv preprint arXiv:2202.10642

2022/2/22

Massive image-based single-cell profiling reveals high levels of circulating platelet aggregates in patients with COVID-19

Nature communications

2021/12/9

Radon cumulative distribution transform subspace modeling for image classification

Journal of mathematical imaging and vision

2021/11

A pilot study on video-based eye movement assessment of the neuroeye examination

2021/7/27

Understanding microvascular thrombosis in COVID-19 via massive single-cell imaging of circulating platelets

medRxiv

2021/5/3

Cell image classification: a comparative overview

2020/4

Xuwang Yin
Xuwang Yin

H-Index: 6

Facial weakness analysis and quantification of static images

IEEE journal of biomedical and health informatics

2020/1/7

Yan Zhuang
Yan Zhuang

H-Index: 4

Xuwang Yin
Xuwang Yin

H-Index: 6

Analyzing and improving generative adversarial training for generative modeling and out-of-distribution detection

2020/10/2

Xuwang Yin
Xuwang Yin

H-Index: 6

Neural networks, hypersurfaces, and the generalized radon transform [lecture notes]

IEEE signal processing magazine

2020/6/29

Xuwang Yin
Xuwang Yin

H-Index: 6

See List of Professors in Xuwang Yin University(University of Virginia)

Co-Authors

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