What is your DVI connector ? DVI-D/DVI-I ? Usually DVI-I (24+5) works on GPU. You can try with a HDMI/VGA cable also to get the display.
Do you have onboard display (on the back of MB, VGA/HDMI/DP) if so try to get the display from those ports, if its working then great, if not then there's...