Wang was born in 1898 in Anqing, Anhui Province during the late Qing Empire. After completing his high school in Anhui, Wang pursued his university studies in Tokyo, Empire of Japan where he joined a Communist Youth Group and began agitating against rival groups run by Fang Chih.[1][2]