Rosario made his first appearance as a sophomore on November 14, 2009 against Marist, recording 17 points, 4 rebounds, 4 assists, and 1 steal.
He debuted with Florida on November 11, 2011, tallying for 19 points, 2 rebounds, 2 assists, and 2 steals against Jackson State.