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Jiayu Zhou

Associate Professor of Information, School of Information Email: [email protected] Phone: 734/764-5876
Office: School of Information/4322 North Quad Faculty Role: Faculty Potential PhD Faculty Advisor: Yes Lab website News About Jiayu Zhou

Research Areas

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Biography

I have a broad research interest in large-scale machine learning, data mining, and AI+Health. My research is anchored in the vision of Unified Knowledge Integration - an innovative approach that harnesses AI to unify insights from large-scale, noisy, multimodal, and heterogeneous datasets. By seamlessly integrating domain knowledge with novel machine learning and generative AI techniques, my research aims to transform various real-world domains. To know more about my research and recent papers, please check out the Intelligent Data Analytics (ILLIDAN) Lab website.

Pronouns

he/him/his

Areas of interest

Machine learning, AI+health informatics, AI+X/data mining

Honors & Awards

2023 NSF/NIST Privacy-Enhancing Technologies Challenges, Phase 2, Final Winner/Third Place, highlighted at Summit of Democracy by The White House as privacy-enhancing technologies that reinforce democratic values. 
2022 ACM SIGKDD 2022: Health Day Best Paper Award 
2018 NSF CAREER Award 
2017 Isadore & Margaret Mezey Junior Investigator Travel Award, Michigan Alzheimer’s Disease Center 
2016 IEEE BigData 2016: Best Paper Award 
2016 IEEE ISBI 2016: Best Student Paper Award 
2014 IEEE ICDM 2014: Best Student Paper Award

Education

PhD, Arizona State University

News about Jiayu Zhou

Jiayu Zhou wears a sweater and a black pair of glasses and looks at the camera.
Jiayu Zhou on opening the ‘Black Box’ of data and exploring the mystery of algorithms

UMSI associate professor Jiayu Zhou shares his love of data, his research on the opportunities for artificial intelligence to revolutionize the healthcare industry and his love of Ann Arbor.

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