University of Michigan School of Information
Jiayu Zhou
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