Liners, even really thin ones, can do wonders. Fortunately, I haven't had too much a problem with cold thumb tips. When I start out on a ride, my thumb tip and the tip of my index fingers will be quite cold, but they do warm up after about 10 minutes. If only my feet would do the same.