Wouldn't say it's a "recommended" thing to do, but hey, if you really have $1000 to blow on a HKG-LAX-HKG ticket, go for it!
A few years ago, two blokes came out from the USA (uninvited) for the same reason...about a year later, one was hired, the other not. Did it increase either's chances? Probably not.