Professor Liu’s research focuses on quantitative marketing and empirical industrial organization, with a particular interest in consumer financial service innovations and high-tech marketing. In a recent paper, she looked at how to create new pricing and product design strategies to overhaul the overdraft fees. Her current methodological approach applies parallel computing techniques to data on a large scale and multimedia tools to unstructured data.