Diamantidis was a member of Greece's senior national team that competed at the 2004 Athens Summer Olympics. He was also selected to play on Greece's senior national team for the 2008 Beijing Summer Olympics. Greece finished in fifth place in both tournaments, losing both times to Argentina in the competition's quarterfinals.