Beat cream cheese until light and fluffy. Gradually add sweetened condensed milk, and continue beating until smooth and combined. Add lemon juice and vanilla; mix well.
Fill graham cracker crust evenly. Refrigerate until set; this will take between 2 to 4 hours. Just before serving, spread the cherry pie filling over the top of the pie.