If it's acting as a wing, I think you really do want the body below the wing, in the high(er)-pressure, low(er)-velocity part of the airstream. Putting it above the wing is going to cause turbulence where you don't want it and make it easier to stall.

There's also static stability to consider (if the center of mass is above the center of lift, it might want to flip over).