Geremi earned 118 caps for Cameroon from 1996 to 2010, scoring 13 goals. He was a member of their squad for seven Africa Cup of Nations tournaments, winning in 2000 and 2002, as well as the World Cup in 2002 and 2010 and a gold medal at the 2000 Olympics.