In the 2004 Legislative Council election, he replaced Kenneth Ting Woo-shou to be elected uncontestedly to the Legislative Council of Hong Kong through the Industrial (First) functional constituency which was elected by the Federation of Hong Kong Industries, representing the Liberal Party.
Leung was also the committee member of 11th National Committee of the Chinese People's Political Consultative Conference.