Liu and Yi Pengfei are brothers, Liu is elder brother and Yi Pengfei is younger brother. They both like playing basketball.

Liu is currently the Party Secretary of the Human Resources and Social Security Bureau of Chenzhou City, Hunan Province and the Deputy Director of the Organization Department of the Municipal Party Committee.