Ming-Ming Cheng leads research in advanced image and video retrieval, visual attention, and multimodal machine learning. His current work focuses on domain adaptation, few‑shot learning, and applying neural networks to visual tasks. He heads the Media Computing Group, overseeing projects in 3D vision and related areas.