Born in Beijing, Li began competing in 2007 and was runner-up behind Su Xiongfeng at that year's Chinese City Games – the country's foremost junior competition. He gained his first international medal (a bronze) at the 2008 Asian Junior Athletics Championships. He cleared eight metres for the first time at the 2009 Chinese Championships in May, where his jump of 8.08 m brought him his first national title.