Dr. Xiaohui Chen

Professor

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Biography

Xiaohui Chen is a Professor and the Founding Director of the Master's Program in Mathematical Data Science (MDS) at the University of Southern California. His research interests lie broadly in the fields of mathematics, data science, and artificial intelligence. His work primarily focuses on high-dimensional statistics, machine learning, and optimal transport, contributing significant insights into these areas. Through his leadership of the Machine Intelligence Research Lab (MIRL), Professor Chen aims to advance the understanding of mathematical frameworks underpinning data science and AI. He is dedicated to fostering a rigorous educational environment that prepares students for the challenges in the intersection of mathematics and technology.

Research Interests

Mathematics Data Science Artificial Intelligence High-Dimensional Statistics Machine Learning Optimal Transport

Requirements for University of Southern California

Master Program
Requirements
GPA Requirement
Required:3
TOEFL
Listening
Required:20
Reading
Required:20
Writing
Required:20
Speaking
Required:20
Total
Required:90
IELTS
Listening
Required:6
Reading
Required:6
Writing
Required:6
Speaking
Required:6
Overall
Required:6.5
GRE General
Prerequisites
Bachelor's degree in Engineering, Math, or Hard Science
Application Checklist
  • Online application
  • Official transcripts
  • Personal Statement
  • Resume/CV
  • Letters of Recommendation (not required for MS CS, but allowed)
Specialization Notes

GRE is NOT required for Master's applicants for 2025-2026.