I used several of these excellent suggestions on my 25-mile club ride this morning: I pulled the leg warmers up so that there was an overlap of several inches under my shorts, and I made sure they weren't pulling too tight at the knees. They slipped down a couple of inches during the ride, but stayed essentially in place, and no cold patches 'tween short and leg warmer.

Thanks, all!