Liu was born in 1978 in Beijing, China. She is the daughter of Chinese businessman and Lenovo founder Liu Chuanzhi, and the granddaughter of Liu Gushu, a senior executive banker at the Bank of China. She received a bachelor's degree in Computer Science at Peking University, and a master's degree in Computer Science at Harvard University.[5] She received an honorary Doctor of Commercial Science from New York University.