The 22-year-old winger has found first team opportunities hard to come by at Craven Cottage and so makes an early return to Wolves.
Graham made four appearances during his time with the London side, three in the Sky Bet Championship and one in the Checkatrade Trophy, scoring twice in the cup tie.