The easy way is just to get push-pins and carefully work them through the fabric, then into the wall. They won't tear the thread, and will only leave tiny holes in the wall, and are easy to move. You can hang a queen-sized quilt with only 4 pins.
This is what a lot of quilt shops do to display quilts.