After the surrender of Japan in 1945, Li became a member of the Northeastern Democratic United Army (later Fourth Field Army of the People's Liberation Army), and fought in many battles of the Chinese Civil War, including Siping, Liaoxi, Tianjin, and the Yangtze River Crossing Campaign.