He was an officer in the Nationalist army and fought in the Burma campaigns.
He earned a Ph.D in history from the University of Michigan, worked with Joseph Needham and is a contributor of Needham's Science and Civilisation in China.
Huang taught in the U.S., and is best known in his later years for the idea of macro-history.