Competing in dual moguls, the second World Cup event in Deer Valley, Graham was unable to progress past the round of 16, finishing in ninth place.
With a number of other leading male athletes also upset in the early rounds of the event, Graham remains in second place on the World Cup standings with three events remaining in the season.
Britt Cox also made it through to the round of 16, finishing in 11th place. Cox finishes the season in 12th place on the World Cup standings.
Australian athletes Brodie Summers, Rohan Chapman-Davies, James Matheson, Nicole Parks and Madi Himbury were all eliminated in their first round of duals.
IMAGE: Britt Cox after the dual mogul event in Deer Valley © Andrew Pattison