If that doesn't work I have had some luck with rubberbands around the rock or plug to hold in place until it attaches to your desired location. I have also used the method above and then glued the rubble or sand they attached to, to the rock. Both are good options. Just remember to do this in low flow or you will just be chasing those slimy things around your tank.