Beat cream cheese until fluffy with an electric mixer. Slowly add sweetened condensed milk, lemon juice, and vanilla. Continue to mix until thoroughly combined. Pour into the prepared graham cracker crust. Chill 2 to 3 hours.
When ready to serve, top with chilled cherry pie filling.