 Yang's father was a human resources official with the XPCC.Beginning in 1969, he performed agricultural labour for the XPCC; he remained there for much of the Cultural Revolution.Yang entered Xinjiang University in September 1978 after the resumption of the National College Entrance Examination, majoring in political theory, where he graduated in August 1982.