J
Professor profile
Jie Yin
The University of Sydney
· Business
Machine learning
knowledge discovery
Neural networks
Deep learning
Semi-
unsupervised learning
Data mining
Adversarial machine learning
About
Regular biography
Dr. Jie Yin is an Associate Professor at the University of Sydney Business School, affiliated with the Discipline of Business Analytics. Her research interests include machine learning, deep learning, neural networks, semi- and unsupervised learning, data mining and knowledge discovery, adversarial machine learning, and natural language processing. She has contributed to various research areas through her work at the University of Sydney and prior roles, including as a Senior Research Scientist at CSIRO. Dr. Yin has authored numerous papers in top-tier conferences and journals and has served in editorial and program committee roles. Her work spans applications in health, societal contexts, and disaster management.