Try feeding at night when he's active, make sure the mouse/rat is heated up (you can use a hairdryer), try wiggling it with tongs and/or try leaving it in his cage overnight.

When he refuses food does he show any interest in it? Does he strike or does he just ignore it, or does he hide like he's frightened?