Glue for aquascaping underwater

[jdwmba88]

I've got my aquascape done in a running tank. I had lots of small rocks left over that I'd like to use for some small shelves. Is there any glue that I can bond them underwater?

 

[Sailfin11]

I think that reef putty would work better in your case than glues.