I did a bit of this years ago, and feel sure (absolutely certain, in fact) that I used a thixotropic contact adhesive, probably Timebond.
As I remember it, although this glue is a contact adhesive, it allowed you to adjust the position of the veneer a little #provided# you hadn't pressed down at...