You should be able to drag the last key point back and forth to expand/contract "time" in your view. It's the last point of your time-line--upper right corner.
If you are using the Explode/Collapse animation module (rather than the full fledged Animator Module), then you cannot change the speed other than the "normal", "slow" and "fast" offered in the toolbar.