Asprilla was a member of the Colombian team at the 1992 Summer Olympics in Barcelona where the team also went out in the first round with losses to Spain (4-0) and Egypt (3-4), and a draw with Ireland (1-1).
In the 1993 Copa America held in Ecuador, Colombia finished third overall.