The USC Melady Lab develops machine learning and data mining algorithms for solving problems involving data with special structure, including time series, spatiotemporal data, and relational data. We work closely with domain experts to solve challenging problems and make significant impacts in computational biology, healthcare, social media analysis, climate modeling, and business intelligence.



Prospective PhD students: If you are interested in working with us, please include Prof. Liu’s name in your application.
Directed Research (DR) / Internship: If you are interested in directed research/internship opportunities, please fill the application form. [Link]
Postdoc: If you are interested in postdoc positions, please fill the application form. [Link]