We don't have liquid washable Elmer school-type glue here, so I use a washable glue stick. I make quick lines from the center to the side on one side about every 4 inches (backing and batting first, then the same thing for the quilt top and batting), smooth the layers, then do the other side.
I've done this with fleece backing and no batting as well. It is great!