泛藍連盟
In the 1994 Taipei mayoral election, Huang received a late nomination from the Kuomintang. Though he secured the party's endorsement and support from Lee, Huang did not win the election. The loss could be partly ascribed to the split between the Kuomintang and Chinese New Party within the Pan-Blue Coalition. Although the entire Pan-Blue Coalition gained more votes, Huang only received 25.89% of the voter turnout, allowing Democratic Progressive Party candidate Chen Shui-bian to be elected in a traditional pro-Chinese reunification city and Mainlander stronghold.