My research focuses on developing machine learning and data-driven models to address practical and challenging problems in science and engineering. I am particularly interested in the following topics:
On the application side, I am passionate about interdisciplinary research and enjoy developing data-driven solutions to accelerate scientific discovery through close collaboration with domain experts. The techniques I develop are motivated by applications in material science, biomedical science, transportation, and public health.
Acknowledgment : My work has been generously supported by research funding/gift from NSF ( IIS CAREER-2144338 , IIS-2106961 , IIS-2008334 ), ONR MURI , Kolon, HomeDepot, and Adobe. My work has also been recognized by an NSF CAREER Award, a Facebook Faculty Award, an Amazon AWS Machine Learning Research Award, a Google Faculty Research Award, a Kolon Faculty Fellowship, an ACM SIGKDD Dissertation Runner-up Award, and several paper awards from IMWUT (UbiComp), ECML/PKDD, and ML4H.
Amazon Search Mission and Query Understanding
Xiaotian (Max) Han - Homepage
Binghong Chen | Personal Webpage
Xiusi Chen 陈修司 | Ph.D candidate in Computer Science @ UCLA
About | Janvijay Singh