Mix mayonnaise and cheese; place mixture in a pastry bag. Cut artichokes in quarter pieces and set aside.
Place rye slices on a baking sheet. Top each bread slice with an artichoke quarter and squeeze mayonnaise-cheese mixture onto artichoke. Bake for 8-10 minutes or until golden brown.