The only way it could conceivably happen is if the aliens built a giant spaceship/planet, so that many generations could live and die on it, and finally get to us. Or else they would have to be really REALLY long-lived.

On the timetravel thing... I would hack into the primitive bank computers that they had about a decade or so ago and direct lots of money into a savings account for me now ... pretty clever huh?