Labissiere, who grabbed nine rebounds, did all his scoring in the second half and finished 9 of 12 from the field.
Malcolm Smith led Kentucky State with 14 points.
It was the final exhibition game for Kentucky, which opens the season against Albany on Friday.
Kentucky paid tribute to Richmond police officer Daniel Ellis on the video board before the national anthem. Ellis died Friday at UK Hospital after being shot during a robbery investigation Wednesday in Richmond.