Born in 1963 as the second of five children, Hwang was unable to attend middle school due to poverty, but thanks to a teacher who gave her a key to a classroom, she could go to the school and read books whenever she wanted. She enrolled in high school by taking a certificate examination and she graduated from the creative writing departments at Seoul Institute of the Arts and Gwangju University, and from graduate school at Chung-Ang University.