Liu's younger brother Shaoang Liu is also a short track speed skater. He was second in the 1500m, third in the 500m, and fifth overall at the 2016 World Short Track Speed Skating Championships. Though born to a Chinese father from Tianjin, Liu speaks Chinese with a noticeable Northeastern accent due to his year and a half spent in the Northeastern region of China.