Diop's second of a total of 11 international goals for Senegal came in a 1–0 victory over then-world champions France in the opening match of the 2002 FIFA World Cup, in Senegal's first match at the FIFA World Cup. He also played at four Africa Cup of Nations tournaments, finishing as runners-up in 2002.