Chang Liu

Chang Liu has extensive experience in machine learning and computer vision. As a Senior Machine Learning Research Engineer at Apple from February 2019 to April 2022, Chang Liu worked on applying convolutional neural networks (CNNs), Vision Transformers, and Generative AI for computational photography and video understanding, successfully bridging research and production. Previous roles include a Senior Machine Learning Engineer and a Machine Learning Engineer focused on video processing and generative video algorithms, respectively. Prior experience includes positions as a Deep Learning Intern at Salesforce, a Teaching Assistant at Binghamton University, a Computer Vision Intern at Lenovo, and a Research Assistant at The Research Foundation for SUNY. Chang Liu holds a PhD in Computer Engineering from Binghamton University and a specialization in 3D Computer Vision from Stanford University.