Lü Xiuzhi (; born 26 October 1993 in Shexian, Anhui) is a Chinese female race walker specializing in 20 kilometers racewalking. Lü participated at the 2012 Summer Olympics and placed 6th at result of 1:27:10, she is also the silver medalist at the Beijing 2015 IAAF World Championships in a result of 1:27:45, and the bronze medalist at Rio de Janeiro 2016 Olympic in a result of 1:28:42.