At the 2008 Summer Olympics in Beijing, Lee qualified for the second time in the men's marathon, along with his teammates Kim Yi-Yong and Lee Bong-Ju. He successfully finished the race in eighteenth place by seven seconds ahead of Finland's Janne Holmen, posting his best Olympic career time of 2:14:37.