In his freshman season at Fresno State, Smith was named the 2009–10 WAC Freshman of the Year and earned Freshman All-American honors by CollegeInsider.com. In 33 games (all starts), he averaged 11.5 points, 5.8 rebounds, 1.2 assists and 1.2 blocks in 27.7 minutes per game.
In his sophomore season, he was named to the 2011 All-WAC second team. In 31 games, he averaged 11.7 points, 8.1 rebounds, 1.7 assists, 1.1 steals and 1.1 blocks in 30.4 minutes per game.
In March 2011, he declared for the NBA draft, forgoing his final two years of college eligibility.
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