Two-Layer Pumpkin Cheesecake Dessert Recipe with a graham cracker crust. This decadent dessert has a graham cracker crust, a thin layer of regular cheesecake, and a thick layer of pumpkin cheesecake. The perfect combination. The regular cheesecake breaks up the rich pumpkin and creates a nice balance.