Adapted from Joanne English's Recipe: Cherry squares are a thin sheet pound cake that gets dollops of cherry pie filling placed on them before they are baked. As they bake the cherries nestle down into the cake in a most magical way. You cut them into squares and sprinkle them with powdered sugar. Since the cake is somewhat dense, you can pick them right up with your hands. They are great for parties!