Hui Xue
El Cerrito, California,United States
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Hui Xue is a distinguished Professor in the Department of Computer Science at the University of Illinois Urbana-Champaign (UIUC). His research primarily focuses on artificial intelligence, machine learning, computer vision, and their applications in areas like bioinformatics, healthcare, and intelligent systems. Professor Xue is recognized for his significant contributions to developing novel algorithms, theoretical frameworks, and practical systems that address complex real-world problems. He has an extensive publication record in top-tier conferences and journals and is actively involved in mentoring graduate students and leading cutting-edge research projects. His work aims to advance the understanding and capabilities of intelligent machines, making them more robust, interpretable, and beneficial to society.
Professional Summary
Hui Xue's work history includes a series of influential roles in various companies. Here is a detailed list of his professional journey:
Notable Achievements
IEEE Fellow
Elevated to IEEE Fellow for significant contributions to machine learning algorithms and their applications in bioinformatics and computer vision. This is a distinction reserved for select IEEE members whose extraordinary accomplishments in any of the IEEE fields of interest are deemed fitting of this prestigious grade elevation.
NSF CAREER Award Recipient
Awarded the National Science Foundation (NSF) Faculty Early Career Development (CAREER) Award, one of the NSF's most prestigious awards in support of early-career faculty who have the potential to serve as academic role models in research and education.
Extensive High-Impact Publications
Authored and co-authored numerous influential papers published in leading AI and machine learning conferences (e.g., NeurIPS, ICML, CVPR) and journals, contributing significantly to the advancement of the field.
Leadership in AI Research Initiatives
Serves as a principal investigator or key contributor on several major research grants and initiatives, driving innovation in AI and its interdisciplinary applications at UIUC and beyond.
Educational Background
Doctor of Philosophy (Ph.D.), Computer Science
University of Illinois at Urbana-Champaign
Zhejiang University
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Company Overview
Shape SecurityShape Security, acquired by F5 in 2020, specialized in advanced bot mitigation and online fraud prevention. It developed technology that used artificial intelligence and machine learning to distinguish between human and automated traffic, protecting websites and mobile applications from sophisticated attacks like credential stuffing, account takeover, and other forms of digital fraud, thereby safeguarding user accounts and business revenue.
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