Liang Xiang (Chinese: 梁湘; pinyin: Liáng Xiāng; 1919 – 13 December 1998) was a politician of the People's Republic of China. He was originally from the city of Kaiping, in Guangdong province. He graduated from Beijing Normal University, and was a representative in the fifth, sixth, and seventh National People's Congresses.