Liu served as the vice chairperson of the CEC from 2009 until 2014, when he became the acting chairperson of the commission after the former chairperson, Chang Po-ya, resigned from the position to take the position of the president of Control Yuan. He was then officially appointed as the chairperson on 29 January 2015.