In 1981, Leung married Regina Leung Tong Ching-yee whose father was a Royal Hong Kong Police officer.
Pada 1981, Leung menikahi Regina Leung Tong Ching-yee (alias Regina Ching Yee Higgins) yang ayahnya merupakan seorang perwira polisi Kerajaan Hong Kong.