Yes, Stojković did participate in the 2008 Olympics. He was part of the Serbian men's national water polo team, which finished in sixth place. Stojković scored three goals during the tournament.
Mastering the Vladimir Stojković Challenge: A Quiz on the Serbian Football Sensation!