Hooper, 23, was cited for clearing out Mike Brown at a ruck during the Wallabies' 33-13 win against England.
Citing commissioner Steve Hinds ruled Hooper had used his shoulder illegally.
Wales and Australia have both qualified for the World Cup quarter-finals and the winner of the game at Twickenham will top their group.