I do like new games. New, more ambitious genres are exciting, as are new tech developments and the manpower needed to make the most of them. There are still plenty of new games I find myself excited about, and established genres keep hitting new heights.
I generally use "old" but it ain't flashy.
i think it's a sorta arbitrary designation too. "classic" or the even more dreaded "old-school" aren't exactly fitting either.