Hu Yaobang
Liu was born in Xi'an, Shaanxi Province, of Ji'an, Jiangxi ancestry. He is the son of Liu Haibin (), a Red Army veteran, and the son-in-law of Hu Yaobang, former General Secretary of the Communist Party of China. He is therefore considered a princeling general.