Yue works in the Mathematical Institute at the University of Oxford. She obtained her PhD in Stochastic Analysis from Loughborough University after which she took up a lectureship in financial mathematics at Xi'an Jiaotong-Liverpool University. Yue went on to accept postdoc positions, first at the Technische Universität Berlin and then at Edinburgh University; her areas of specialism have been stochastic analysis, rough path theory, numerical analysis and uncertainty quantification. In her DataSıg role, Yue's focus is on rough path theory and its applications in machine learning and understanding mental health conditions. And more recently, Yue has applied her knowledge to the analysis of Covid-19 data.