2026 Xiuwen Liu: Computer Science Researcher – H-Index, Publications & Awards

Overview

Xiuwen Liu is a researcher affiliated with Florida State University in the United States. Their academic contributions are primarily within the field of Computer Science, with a focus on several subfields including Artificial Intelligence, Information Systems, Computer Networks and Communications, Computer Vision and Pattern Recognition, and Signal Processing.

The scientist's research work spans various topics, notably Adversarial Robustness in Machine Learning, Topic Modeling, Spam and Phishing Detection, Network Security and Intrusion Detection, Complex Network Analysis Techniques, Recommender Systems and Techniques, and Privacy-Preserving Technologies in Data.

Xiuwen Liu's recent publications include:

SPWalk: Similar Property Oriented Feature Learning for Phishing Detection, 2020, IEEE Access
Event evolution model for cybersecurity event mining in tweet streams, 2020, Information Sciences
MFRep: Joint user and employer alignment across heterogeneous social networks, 2020, Neurocomputing
Optimized Air Quality Prediction Model Based on Neural Network, 2020, 2020 International Conference on Computer Engineering and Application (ICCEA)
Trading off Coverage and Emergency for Hybrid Task Scheduling in Traffic Anomaly Detection, 2024, IEEE Transactions on Mobile Computing

Frequent coauthors in Liu's research collaborations include:

Samuel Jacob Chacko
Yanjiao Chen
Sajib Biswas
Chashi Mahiul Islam
Jianming Fu

The venues where Xiuwen Liu has published multiple works include arXiv (Cornell University) with ten publications, SSRN Electronic Journal with three, IEEE Transactions on Information Forensics and Security with two, Computer Networks with two, and IEEE Access with one publication.

Best Publications

Statistical shape analysis: clustering, learning, and testing

A. Srivastava;S.H. Joshi;W. Mio;Xiuwen Liu

2837
Citations
Optimal linear representations of images for object recognition

Xiuwen Liu;A. Srivastava;K. Gallivan

364
Citations
Accurate localization of RFID tags using phase difference

Cory Hekimian-Williams;Brandon Grant;Xiuwen Liu;Zhenghao Zhang

307
Citations
Texture classification using spectral histograms

Xiuwen Liu;DeLiang Wang

297
Citations
Explainable artificial intelligence models using real-world electronic health record data: a systematic scoping review.

Seyedeh Neelufar Payrovnaziri;Zhaoyi Chen;Pablo Rengifo-Moreno;Pablo Rengifo-Moreno;Tim Miller

295
Citations
A patch-based convolutional neural network for remote sensing image classification.

Atharva Sharma;Xiuwen Liu;Xiaojun Yang;Di Shi

265
Citations
Face detection using spectral histograms and SVMs

C.A. Waring;Xiuwen Liu

194
Citations
Exploring texture ensembles by efficient Markov chain Monte Carlo-Toward a "trichromacy" theory of texture

S.C. Zhu;X.W. Liu;Y.N. Wu

178
Citations
A harmonized segmentation protocol for hippocampal and parahippocampal subregions: Why do we need one and what are the key goals?

Laura E. M. Wisse;Ana M. Daugherty;Rosanna K. Olsen;David Berron

170
Citations
Image and Texture Segmentation Using Local Spectral Histograms

Xiuwen Liu;DeLiang Wang

167
Citations
Efficient algorithms for inferences on Grassmann manifolds

K.A. Gallivan;A. Srivastava;Xiuwen Liu;P. Van Dooren

165
Citations
Universal analytical forms for modeling image probabilities

A. Srivastava;X. Liu;U. Grenander

148
Citations
Equivalence of Julesz Ensembles and FRAME Models

Ying Nian Wu;Song Chun Zhu;Xiuwen Liu

124
Citations
Weight adaptation and oscillatory correlation for image segmentation

Ke Chen;DeLiang Wang;Xiuwen Liu

116
Citations
A spectral histogram model for texton modeling and texture discrimination

Xiuwen Liu;DeLiang Wang

110
Citations
Range image segmentation using a relaxation oscillator network

Xiuwen Liu;DeLiang L. Wang

88
Citations
Land cover classification from multi-temporal, multi-spectral remotely sensed imagery using patch-based recurrent neural networks

Atharva Sharma;Xiuwen Liu;Xiaojun Yang

81
Citations
Overfitting Mechanism and Avoidance in Deep Neural Networks

Shaeke Salman;Xiuwen Liu

70
Citations
Statistical hypothesis pruning for identifying faces from infrared images

Anuj Srivastava;Xiuwen Liu

70
Citations
Computer-Mediated Deception: Strategies Revealed by Language-Action Cues in Spontaneous Communication

Shuyuan Mary Ho;Jeffrey T. Hancock;Cheryl Booth;Xiuwen Liu

54
Citations

Frequent Co-Authors

Anuj Srivastava Florida State University

DeLiang Wang Chinese University of Hong Kong, Shenzhen

Mike Burmester Florida State University

Song-Chun Zhu Peking University

Kyle A. Gallivan Florida State University

Ying Nian Wu University of California, Los Angeles

Jeffrey T. Hancock Stanford University

Paul M. Thompson University of Southern California

Kenneth H. Roux Florida State University

Katrin Amunts Forschungszentrum Jülich

External Links

Personal website of Xiuwen Liu

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