Yang is the Senior Research Associate of CHI Lab and leading research activities in CHI Lab’s second site, in Suzhou, China. Her appointment follows two years with the CHI Lab as Oxford University's second K.C. Wong Fellow, after her previous work at the Department of Mechanical Engineering at Shanghai Jiaotong University in China. She received her BEng and DPhil degrees from Shanghai Jiaotong University in 2006 and 2013, respectively. She studied in the Intelligent Maintenance System Centre at University of Cincinnati in USA from 2007 to 2008, and then with the State Key Laboratory of Mechanical System and Vibration at Shanghai Jiao Tong University.
Her doctoral research focussed on non-stationary signal processing based on time-frequency analysis (TFA) tools. She has also developed TFA tools in the analysis of non-stationary signals from rotary machinery and guided wave-based structural health monitoring. A particular emphasis of her work is feature selection for unsupervised learning. Her research interests include signal processing, machine condition monitoring and fault diagnosis.
Within CHI Lab, Yang has worked on [Infectious Disease] and the [China Kadoorie Biobank] projects. She is now leading the bidirectional translation of research between Oxford and Chinese sites of CHI Lab, with a personal interest in deep learning and healthcare applications.
Within CHI Lab, Yang has worked on Infectious Disease as part ofd the CRyPTIC project, and on the China Kadoorie Biobank project. She is now leading the bidirectional translation of research between Oxford and Chinese sites of CHI Lab.
Deep learning and healthcare applications.