Xiaoming Liu

Xiaoming Liu

Michigan State University

H-index: 75

North America-United States

About Xiaoming Liu

Xiaoming Liu, With an exceptional h-index of 75 and a recent h-index of 60 (since 2020), a distinguished researcher at Michigan State University, specializes in the field of Computer Vision, Pattern Recognition, Machine Learning, Biometrics, Deep Learning.

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

FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data

ProMark: Proactive Diffusion Watermarking for Causal Attribution

ProS: Facial Omni-Representation Learning via Prototype-based Self-Distillation

BigGait: Learning Gait Representation You Want by Large Vision Models

Farsight: A physics-driven whole-body biometric system at large distance and altitude

ChatGPT-Powered Hierarchical Comparisons for Image Classification

FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems

PrObeD: Proactive Object Detection Wrapper

Xiaoming Liu Information

University

Position

MSU Foundation Professor Computer Science and Engineering

Citations(all)

24928

Citations(since 2020)

19263

Cited By

13728

hIndex(all)

75

hIndex(since 2020)

60

i10Index(all)

202

i10Index(since 2020)

154

Email

University Profile Page

Michigan State University

Google Scholar

View Google Scholar Profile

Xiaoming Liu Skills & Research Interests

Computer Vision

Pattern Recognition

Machine Learning

Biometrics

Deep Learning

Top articles of Xiaoming Liu

Title

Journal

Author(s)

Publication Date

FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data

Pietro Melzi

Ruben Tolosana

Ruben Vera-Rodriguez

Minchul Kim

Christian Rathgeb

...

2024

ProMark: Proactive Diffusion Watermarking for Causal Attribution

arXiv preprint arXiv:2403.09914

Vishal Asnani

John Collomosse

Tu Bui

Xiaoming Liu

Shruti Agarwal

2024/3/14

ProS: Facial Omni-Representation Learning via Prototype-based Self-Distillation

Xing Di

Yiyu Zheng

Xiaoming Liu

Yu Cheng

2024

BigGait: Learning Gait Representation You Want by Large Vision Models

arXiv preprint arXiv:2402.19122

Dingqiang Ye

Chao Fan

Jingzhe Ma

Xiaoming Liu

Shiqi Yu

2024/2/29

Farsight: A physics-driven whole-body biometric system at large distance and altitude

Feng Liu

Ryan Ashbaugh

Nicholas Chimitt

Najmul Hassan

Ali Hassani

...

2024

ChatGPT-Powered Hierarchical Comparisons for Image Classification

Advances in Neural Information Processing Systems

Zhiyuan Ren

Yiyang Su

Xiaoming Liu

2024/2/13

FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems

Information Fusion

Pietro Melzi

Ruben Tolosana

Ruben Vera-Rodriguez

Minchul Kim

Christian Rathgeb

...

2024/7/1

PrObeD: Proactive Object Detection Wrapper

Advances in Neural Information Processing Systems

Vishal Asnani

Abhinav Kumar

Suya You

Xiaoming Liu

2024/2/13

Disentangled representations for gait recognition

2024/4/16

Tame a Wild Camera: In-the-Wild Monocular Camera Calibration

Advances in Neural Information Processing Systems

Shengjie Zhu

Abhinav Kumar

Masa Hu

Xiaoming Liu

2024/2/13

Reverse Engineering of Deceptions on Machine-and Human-Centric Attacks

Foundations and Trends® in Privacy and Security

Yuguang Yao

Xiao Guo

Vishal Asnani

Yifan Gong

Jiancheng Liu

...

2024/3/25

Reverse engineering of generative models: Inferring model hyperparameters from generated images

IEEE Transactions on Pattern Analysis and Machine Intelligence

Vishal Asnani

Xi Yin

Tal Hassner

Xiaoming Liu

2023/8/2

Camera self-calibration using human faces

Masa Hu

Garrick Brazil

Nanxiang Li

Liu Ren

Xiaoming Liu

2023/1/5

Tracing hyperparameter dependencies for model parsing via learnable graph pooling network

arXiv preprint arXiv:2312.02224

Xiao Guo

Vishal Asnani

Sijia Liu

Xiaoming Liu

2023/12/3

Rethinking domain generalization for face anti-spoofing: Separability and alignment

Yiyou Sun

Yaojie Liu

Xiaoming Liu

Yixuan Li

Wen-Sheng Chu

2023

On the Detection, Localization, and Reverse Engineering of Diverse Image Manipulations

Xiaoming Liu

2023/6/28

Unified detection of digital and physical face attacks

Debayan Deb

Xiaoming Liu

Anil K Jain

2023/1/5

When Good Turns Evil: Encrypted 5G/4G Voice Calls Can Leak Your Identities

Jingwen Shi

Tian Xie

Guan-Hua Tu

Chunyi Peng

Chi-Yu Li

...

2023/10/2

LightedDepth: Video depth estimation in light of limited inference view angles

Shengjie Zhu

Xiaoming Liu

2023

Faceguard: A self-supervised defense against adversarial face images

Debayan Deb

Xiaoming Liu

Anil K Jain

2023/1/5

See List of Professors in Xiaoming Liu University(Michigan State University)

Co-Authors

H-index: 213
Anil K. Jain

Anil K. Jain

Michigan State University

H-index: 78
Arun Ross

Arun Ross

Michigan State University

H-index: 73
Tsuhan Chen

Tsuhan Chen

National University of Singapore

H-index: 68
Yueting Zhuang

Yueting Zhuang

Zhejiang University

H-index: 54
Manmohan Chandraker

Manmohan Chandraker

University of California, San Diego

H-index: 13
Yaojie Liu

Yaojie Liu

Michigan State University

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