Meng was born in Harbin, Heilongjiang, in 1953. He entered the workforce in 1972 and joined the Chinese Communist Party in 1975. He graduated from Peking University with a bachelor''s degree in law and obtained a master''s degree from Central South University.. He has 40 years of experience in criminal justice and policing.