it's very hard to glue mushrooms down because they're slimy, and they have the ability to detach themselves after the glue dries.
what is important is placement must be good, they must like the spot, for them to attach themselves to the debris.
another way is to "hold" the mushroom down with netting covering the rock+mush LOOSELY, or use rubber band..