Gu Xiulian (Chinese: 顾秀莲; pinyin: Gù Xiùlián; born December 1936) is a retired Chinese politician who was the first female provincial governor in the People's Republic of China. She served as Governor of Jiangsu from 1983 to 1989, Minister of Chemical Industry from 1989 to 1998, Vice Chairwoman of the Standing Committee of the 10th National People's Congress, and Chairwoman of the All-China Women's Federation.