How do I locate studs in my wall?
The studs will likely be at 16" intervals from a corner, but that corner could be the corner of the building and not the room if you have a wall T'd with another wall. The first 16" could also be more like 15" depending on how the walls are laid out. There are several places you can check to give you more hints:


The first, and easiest is any outlets and switches. They should be attached to a stud in new construction.
The next is any trim around the floor or molding around the ceiling, which should be nailed at the studs. You may be able to see small bumps from any nail filler on these.
And the last method I can think of is to use a light at a sharp angle to see if you can notice bulges in the drywall at 8' intervals. Those are the non-beveled edges at the end of the drywall, and you should be able to notice them if the drywall was installed horizontally (frequently done, but not always).


Beyond those non-destructive options, and the stud finder that you've tried using, you're left with drilling test holes. I'd suggest making the holes close to the floor where they will be less obvious, but not so close that you're hitting the base plate of the wall (you need to be about 2" up).