Huang participated in the 1999 World Championships in Tianjin, China, where she won bronze with her team. She qualified to the individual all-around, where she placed 6th. Her low start values on vault greatly contributed to her placing out of the medals. She ended her world championships with a silver medal on uneven bars, behind Svetlana Khorkina and in front of teammate Ling Jie.