Chen is one of the leading members of the “Chinese fifth generation of directors” (besides Zhang Yimou) who enrolled to the Peking Film Academy and started to make films after the Cultural Revolution. At the age of fifteen he was forced to publicly renounce his father, Chen Huaiai, at the time a politically unfit director. In the 1960s he worked at a rubber plantation and served in the army. When in 1975 Mao Tse Tung’s reign neared its end, he returned to Peking and worked in a film laboratory. Three years later, he started studying film. His first acclaimed film was 
Yellow Earth (Huang tu di, 1984) and afterwards he made the unnoticed 
Da yue bing (The Big Parade, 1986) and 
Hai zi wang (King of the Children, 1987). During 1987 he received a scholarship for film studies at the University of New York where he made his next film 
Bian zou bian chang (Life on a String, 1991). His biggest commercial success was the film 
Farewell My Concubine (Ba wang bie ji, 1993). His other films include the drama 
Feng yue (Temptress Moon, 1996), historical 
Jing ke ci qin wang (The Assassin, 1998), Killing Me Softly (2002),  made in American production, drama 
He ni zai yi qi (Together, 2002), historical fantasy 
The Promise (Wu ji, 2005) and 
Mei Lanfang (2008), a biography of the Chinese opera singer.