Huang was selected to compete for the Chinese group at the 2019 World Championships alongside Hao Ting, Hu Yuhui, Guo Qiqi, Liu Xin, and Xu Yanshu.[4] The Chinese group together finished seventh in the all-around final.[5] Additionally, the group qualified for both event finals where they finished fifth in 5 balls and eighth in 3 hoops + 4 clubs.[6]
Huang was selected to represent China at the 2020 Summer Olympics in the group all-around alongside Hao Ting, Guo Qiqi, Liu Xin, and Xu Yanshu.[7] In the qualification round, they finished fifth and qualified for the final where they finished fourth behind Bulgaria, Russia, and Italy.[8][9] The same group then competed at the 2021 World Championships and finished fifth in the group all-around.[10] In the event finals, they finished fifth in 5 balls and fourth in 3 hoops + 4 clubs.[11]
Huang won a bronze medal in the group all-around and a silver medal in 5 hoops at the 2022 Pesaro World Cup.[12] She competed at the 2022 World Championships in Sofia and helped the Chinese group finish seventh in the all-around.[13] In the event finals, they finished seventh in 5 hoops and fourth in 3 ribbons + 2 balls.[14]
At the 2023 Tashkent World Cup, Huang and the Chinese group swept the gold medals in the all-around and in both event finals.[15]