Dr. Tong Zhang

Professor

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Biography

Tong Zhang is a Professor in the Siebel School of Computing and Data Science at the University of Illinois. His research interests lie in the area of machine learning, with a particular focus on deep learning theory and applications in generative AI. Professor Zhang has taught advanced courses in these fields, including Machine Learning and Deep Learning Theory. His contributions to the field have been recognized in prestigious venues such as EMNLP and NAACL, where his work has received outstanding paper awards. He collaborates actively with students and fellow researchers, focusing on the development of algorithms that enhance interaction between large language models and users. His academic work emphasizes the importance of factually accurate responses from AI systems, contributing to the growing discourse on ethical AI interactions.

Research Interests

Courses

Machine Learning Intro Generative AI Deep Learning Theory ML Algorithms Principles Generative AI

Requirements for University of Illinois

Master Program
Requirements
GPA Requirement
Required:3
IELTS
Listening
Required:7
Reading
Required:7
Writing
Required:7
Speaking
Required:7
Overall
Required:7.5
TOEFL
Listening
Required:17
Reading
Required:19
Writing
Required:21
Speaking
Required:20
Total
Required:103
GRE General
Prerequisites
Mathematical background Linear Algebra Calculus
Application Checklist
  • Online application
  • Unofficial transcripts
  • 3 Letters of Recommendation
  • Academic Statement of Purpose
  • Resume/CV
Specialization Notes

GRE is optional for admission to all graduate programs in Statistics. Full status admission requires higher language scores than limited status.