I am a PhD student at Technological University Dublin.
My research area is Machine Learning and Deep Learning.
The main topic is Explainable AI on Computer Vision using external Knowledge Graph.
DALIAN JIAOTONG UNIVERSITY, Dalian, China
September 2011 - June 2016
I did my bachelar's degree here. It is a five-year, two-major program. I got a bachelor's degree in both Software Engineering and Chemical Engineering.
GEORGE WASHINGTON UNIVERSITY, DC, USA
A course-based two-year Master program.
September 2016 - January 2018
TECHNOLOGICAL UNIVERSITY DUBLIN, DUBLIN, IRELAND
June 2018 - present
I am doing my PhD program here. It is a four years program. The research topic is Explainable AI on Computer Vision using external Knowledge Graph.
The work for image style transfer using deep learning has been accomplished with great success. It has many versions. Each of them can do a different kind of work with respect to a specific style transfer problem. We applied several kinds of networks of image style transfer on audio signals.
Explanations for features detected by CNNs are still missing. We introduced an external Knowledge base to provide an explanation for CNN features to give a glimpse inside the CNN black boxes.