Jingyi Shen (申静怡)
Department of Computer Science and Engineering
The Ohio State University, Columbus, Ohio, USA
Contact: shen.1250 [@] osu [DOT] edu
Biography
I am a Ph.D. candidate in the Department of Computer Science and Engineering, The Ohio State University. I am part of the GRAphics and VIsualization sTudY (GRAVITY) research group, supervised by Prof. Han-Wei Shen. Previously I obtained my B.S. degree in School of Data and Computer Science from Sun Yat-sen University in 2018.
Research interests
My general research interests include visualization and machine learning. Currently, I am focusing on applying deep learning techniques for large-scale scientific data, specifically in areas such as data reduction, super-resolution, uncertainty quantification, and data generation. I also have experience in opening the blackbox of deep learning models through information theory.