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Since January 2018, Yuejie Chi has served as an associate professor in the Department of Electrical and Computer Engineering at Carnegie Mellon University, where she holds the Robert E. Doherty Career Development Professorship. She is also an affiliated faculty member in the Machine Learning Department in the School of Computer Science. Previously she was with the Department of Electrical and Computer Engineering and the Department of Biomedical Informatics at The Ohio State University. She received his Ph.D. in Electrical Engineering from Princeton University in 2012, where she was fortunate to work with Robert Calderbank. Chi received an M.A. in Electrical Engineering from Princeton University in 2009, and a B.Eng. in Electronic Engineering from Tsinghua University in 2007.

Chi’s research is motivated by the challenge of efficiently extracting information embedded in a large amount of data, as well as collecting data efficiently to gather actionable information. She is interested in the mathematics of data representation that take advantage of structures and geometry to minimize complexity and improve performance. Specific topics of interest include mathematical and statistical signal processing, machine learning, large-scale optimization, and sampling and information theory, with applications in sensing, imaging and big data.

Chi is a recipient of the NSF CAREER Award, AFOSR Young Investigator Award, ONR Young Investigator Award, ORAU Ralph E. Powe Junior Faculty Enhancement Award, Google Faculty Research Award, IEEE Signal Processing Society Young Author Best Paper Award, and the IEEE ICASSP Best Student Paper Award, among others.

Office
B25 Baker/Porter Hall
Email
yuejiechi@cmu.edu
Google Scholar
Yuejie Chi
Websites
Yuejie Chi's website

Mathematical Foundations of Data Science

Education

2012 Ph.D., Electrical Engineering, Princeton University

2009 MA, Electrical Engineering, Princeton University

2007 BS, Electronics Engineering, Tsinghua University

Media mentions


Electrical and Computer Engineering Department

Chi wins IEEE award

Yuejie Chi, a professor in the electrical and computer engineering department is the inaugural winner of the Pierre-Simon Laplace Early Career Technical Achievement Award from IEEE.

CMU Engineering

Air Force partnership to fuse AI and materials research

CMU and Air Force Research Laboratory establish 5-year, $7.5M Center of Excellence in data-driven materials research.

CMU Engineering

Six things you should know about AI from experts in the field

Researchers from Carnegie Mellon University’s College of Engineering share what they have learned about artificial intelligence while working in the field.

CMU Engineering

Exploring the essence of big data

ECE’s Yuejie Chi has received a 2019 PECASE Award for her research on data science.