About
Professor Dong Xu is a faculty member at the University of Hong Kong's School of Computing and Data Science, Department of Computer Science. He holds a PhD from the University of Science and Technology of China (USTC). His research focuses on computer vision, multimedia, and machine learning, with applications in autonomous driving, AR/VR, medical image analysis, and video surveillance. He has published over 150 papers in top venues like CVPR, ICCV, and IEEE Transactions. He has received prestigious awards including IEEE and IAPR Fellowships, and holds editorial roles at ACM Computing Surveys and multiple IEEE Transactions journals.
Education: B.Eng. and PhD from USTC (2001, 2005). Postdoctoral work at Columbia University, tenure-track roles at Nanyang Technological University and the University of Sydney. Current research includes developing machine learning methods for vision and multimedia systems.
His publications emphasize cross-domain adaptation, neural networks for video analysis, and medical imaging. Recent work explores spatial-temporal modeling, adversarial learning, and generative AI in HCI.
Leadership roles include Program Coordinator for ACM Multimedia 2024, steering committee member for ICME, and program co-chair for multiple conferences. Awards highlight his editorial contributions and research impact in pattern analysis.
Advising: Supervised students whose work earned Best Student Paper (CVPR 2010) and IEEE Prize Paper (2014). Active in organizing international conferences and training future researchers.
