Regular biography
Dr Feng Liu is a Lecturer at The University of Melbourne, Department of CS. Dr Liu holds the title of ARC DECRA Fellow and is affiliated with the university via the email address feng.liu1@unimelb.edu.au. Their professional profile can be accessed at https://findanexpert.unimelb.edu.au/profile/958479. No specific research areas or existing biography details are provided in the available information.
Scholar-generated biography
Feng Liu is a Senior Lecturer at the University of Melbourne and a Visiting Scientist at RIKEN-AIP. His research focuses on Machine Learning, Hypothesis Testing, Reliable AI, Model Reprogramming, and Deep Kernel methods. Liu's work explores the development of robust AI models, particularly in the context of hypothesis testing and domain adaptation. His publications address challenges such as out-of-distribution detection, open-set domain adaptation, and the integration of deep learning with statistical methods for improved forecasting and clustering. Liu's research also includes the application of machine learning to environmental and energy forecasting, such as wind speed and particulate matter prediction.