Her parents, Li Yuejiu and Wu Jiani were Olympic gymnasts who competed for China at the 1984 Summer Olympics and are also her coaches.
One of their daughters is Anna Li, who competed for the UCLA Bruins gymnastics team during the 2007 through 2010 seasons and at the same Pauley Pavilion where her parents won the Olympic medals.