In junior competition during 2005 and 2006, Huang won championship titles at the Chinese national level in vault, uneven bars, balance beam, all-around, and with her team.

[citation needed] At the international level, Huang represented China at the 2009 Japan Cup in July 2009.

[4] At the 11th Chinese national games in September 2009, Huang participated as part of the Guangdong team, despite a lower leg injury.

[5] She participated in the 2010 Doha World Cup, where she won gold on uneven bars and silver on floor.

At the 2012 Olympic Games, Huang was seventh on uneven bars in qualification, but did not qualify due to the two-per-country rule.