Huang Kuo-shu is a Taiwanese politician. For the majority of his political career, Huang was affiliated with the Democratic Progressive Party. Huang served as a Taichung City Councilor from 1998 to 2015, when he won a by-election to the Legislative Yuan. He was elected to two consecutive full terms as a member of the Legislative Yuan, in 2016 and 2020. Huang withdrew from the Democratic Progressive Party in 2021, and completed his legislative tenure as a political independent.

Legislative elections were held in the Republic of China (Taiwan) on 13 January, 2024 for the Legislative Yuan of the Republic of China concurrently with the presidential election. This election was the fifth to use the mixed electoral system after it was introduced to legislative elections.