At the 1994 World Artistic Gymnastics Championship, Li won a bronze medal on pommel horse. The next year, he won gold on the same event. In 1996, at the age of 28, he won both the European and Olympic pommel horse titles. Li was the first Olympic medalist for Switzerland in gymnastics since 1952.