Fei Zheng (1938) was born in Qidong, Jiangsu Province. In 1962, he graduated from the Central Art Academy. He was transferred to work as an art editor in the Hebei People's Publishing House in 1970. Nine years later, he was transferred to the Hebei Painting Academy.

In 1979, Fei participated in the designing of murals for Beijing International Airport. He worked together with Yuan Yunsheng.