Augmon played college basketball for four years at UNLV. He won the 1990 NCAA Championship with them. Augmon was the first three-time winner of the NABC Defensive Player of the Year, winning the award in 1989, 1990, and 1991. He is a class of 2002 member of the UNLV Athletic Hall of Fame along with teammates Greg Anthony and Larry Johnson.