I've been to Korean parties/events where on several occasions people left without saying anything and then ended up being called back to the party just to say goodbye.
But now that I'm reading about Korean culture on this post, I think this may have been an extremely isolated incident. I don't know what was different about the event I went to however. Could it have been somewhat Americanized? Or maybe an extreme emergency situation where the person had to leave immediately?