Liang's group has made key contributions to the theory, algorithms, and biomedical applications of model-based MRI. His group is one of the very few in the world that can tackle MRI problems in domains ranging from physics (quantum mechanics and electromagnetics) to signal processing (image reconstruction and machine learning).