My research focuses on the intersections between hardware, algorithms, and security in the Machine Learning world. I am generally interested in making Machine Learning systems fast, reliable and efficient. Some of my research topics include:

See advice for students (this includes internships, undergraduate or master projects, and PhD applicants), and information for collaborators, if you want to contact me for study or collaborations.

I lead the DeepWok Lab, and most of the research related updates are in the lab wiki.