What if they were some crazy Soviet nuclear attack airplane or something? Or some sort of weird spy plane? Or, well, aliens.
Intersteller travel is only hard from a physics point of view if you want to go from X to Y and then back to X, with not too much time elapsing on X. If that isn't a constraint, it's just engineering and biology:
1. If you need to get back to X, without too much time having elapsed on the ship, you just need to go fast. Time dilation keeps the trip short for the travelers.
2. If you are willing to make a one-way trip, you don't need to go fast. There are a couple of approaches:
2a. If you need the original crew to arrive at the destination, then some form of suspended animation (cryogenics?) will do, as well extending your lifespan.
2b. If you don't need the original crew to arrive at the destination, then you can do a generation ship.
If/when we do encounter aliens, I would not at all be surprised if they aren't much more advanced than us. For instance, a civilization that recognized an upcoming planet-wide natural disaster that they could not avert (e.g., big asteroid on collision course), and abandoned their planet on a fleet of generation ships, each ship wandering the galaxy looking for a habitable planet to take over.