Hi Sharpshooter.
The answer is yes, the guys can "see" you via your transponder now - gives them great S/A when its fogged out, and when you are out of sight visually from the tower.
If you turn the transponder off they will have words - happens to us at Paris CDG where they remind you to turn it on if you forget on the pushback
Cheers