Preheat oven to 350F. Line muffin tins with foil and paper cupcake liners.
Beat cream cheese and sugar until creamy. Add eggs and vanilla extract and beat until smooth. Place a chocolate wafer in each cup, spoon on cheese mixture. Bake 18 to 20 minutes; remove from tins and let cool. Top with cherry pie filling. Chill overnight before serving.