I never tried it as I always use one big good quality PSU per rig but as far as I remember reading about it long ago you have to feed each card from the same PSU on both sides.
This is because the molex going into the riser and the 6/8-pins on the GPU are not connected to the motherboard (in terms of 5V and 12V) so you're not connecting multiple PSUs to each other which would be a problem.
But wait for others who have first hand experience.
The problem is the HP PSU only gives 12V... there's no 5V rail.
And now this:
https://bitcointalk.org/index.php?topic=443540.0I'll keep waiting.
Thanks for replying.