I am a fourth year PhD student in the Department of Computer Science at UC Berkeley. I am working with Professor John Canny and Professor Maneesh Agrawala. Prior to Berkeley, I studied Computer Science at Tsinghua University
You can download my CV here
Machine learning algorithm and system (deep or not), Data Visualization
I am interested in building toolkits for modern data scientists who will usually work on prototyping
new models or running experiments on large scale dataset. Our methodology includes but not limit
to using hardware accelerations like GPU, providing implementation framework for machine learning
algorithms, building visual interface for real-time control and monitoring.
I am also interested in interpreting deep learning algorthims (Either their behavior or training process).
Check out our BIDMach project
Our paper Interactive machine learning via a GPU-accelerated Toolkit is accepted to IUI2017!