With the Owls’ top two scorers held without a point in the first half, Robinson took over, hitting 4-of-5 from the floor and grabbing six rebounds before halftime.
Gordon meanwhile posted his second double-figure scoring game of the year with 10 points, including the game-winning basket.
Robinson finished with 11 points. Simeon Cottle scored 20 to lead Kennesaw State.
The Owls return home to play North Alabama on Wednesday at 7 p.m. in the Convocation Center.