Bill,
Back in my other life, we used 3M spray trim adhesive for headliners, and even though we bought it in large quantities, I think that it is available in spray cans. The issue that you need to be cautious about is that of water leaks. A water leak can cause your problem as well as many more, so be certain that there are no leaks before reattaching the vinyl ceiling.
Gerald