Cheseret enrolled at the University of Arizona, majoring in business.[9] He was the 2004, 2005, and 2006 Pac-10 Champion and runner of the year.[10] Cheseret became the first Pac-10 athlete to earn Track Athlete of the Year honors three times. He successfully defended his Pac-10 titles in 5000 meters (13:47.50) and 10,000 meters (30:32.92). He also added a Pac-10 title in 1500 meters (3:41.88) to give him a total of eight Pac-10 titles during his career – the most ever by a Pac-10 track and field athlete.
In his junior year he defended his Pac-10 title when he finished in 23:57 (8000 meter run) to become the second Arizona runner, and ninth runner in Pac-10 history, to win back-to-back conference titles. Cheseret went on to capture the NCAA West Regional individual crown (with 30:03 for the 10,000 meter) and was the Pac-10's top finisher at the NCAA Championships with a tenth-place finish (29:51 for the 10,000 meter).[11][12][13][14][15]