Mingu Kwak is currently a Postdoctoral Fellow in the H. Milton Stewart School of Industrial and Systems Engineering at Georgia Institute of Technology, working with Professor Jing Li. He received his Ph.D. in Industrial and Management Engineering at Korea University, advised by Professor Seoung Bum Kim. His research primarily focuses on using deep learning methods for out-of-distribution or limited labeled data. The application domains mainly include multichannel sensors, images, manufacturing processes, and medical data. He currently focuses on applications for medical image data.