He was the second son of Zhou Jiannan, an early member of Chinese Communist Party and its secret service.
The son is married to Li Ling, who runs the Treaty and Laws department of the Ministry of Commerce of the People's Republic of China, which has played a central role in handling China's trade disputes with the United States under the World Trade Organization.