This is the first workshop on GPU (Graphic Processing Unit) supercomputing organized by the Center for Quantum Science and Engineering (CQSE) at National Taiwan University. This workshop will consist of seminars on the applications of GPU/CUDA in high performance computations in science and engineering, as well as other fields.