Huang made her first impression on the world stage at the Athletics at the 2003 Summer Universiade, where she took a silver in the 400 m hurdles.

Although disappointed when she did not qualify for the final heat of the Athens Olympics in 2004, Huang ran solidly at the next year's 2005 World Championships in Athletics, where she finished fifth in the 400m hurdles.

She represented Asia at the 2006 IAAF World Cup, coming sixth in the final.

She repeated the feat at the 11th Chinese National Games in 2009, and also took the silver with Shandong in the 400 m relay event.

This biographical article relating to People's Republic of China athletics is a stub.