Wu made his Olympic debut, as a 17-year-old teen, at the 2000 Summer Olympics in Sydney. He failed to reach the top 16 in any of his individual events, finishing fifty-fifth in the 100 m freestyle (52.72), thirty-eighth in the 200 m freestyle (1:54.58), and forty-fourth in the 200 m individual medley (2:08.85).