League of Social Democrats
Leung is married to fellow activist and deputy secretary-general of the League of Social Democrats Chan Po-ying. The couple wed in January 2021, after 45 years together, anticipating Leung's re-arrest and conviction under the National Security Law, and alert to the greater prison visiting rights of spouses.