The white plastic sleeve is your throttle tube, it stays on. If I'm replacing the grips with new ones, I just slice them lengthways with a razor blade and peel 'em off.
Squirt the inside of the new grip with hairspray and slide it on. When the hairspray dries, it will work like a light duty grip glue.