Connie Chan Po-chu was born in 1946 to impoverished parents, one of at least nine siblings, in Guangdong, China. To increase their children's chances of survival, Chan's birth parents gave away some of their youngest to other families. As a result, Chan was adopted by Chan Fei-nung and his wife, Kung Fan-hung, who were renowned Cantonese opera stars.