Bake chopped pecans in a shallow baking pan at 350°, stirring occasionally, 5 to 10 minutes or until toasted. Cool.
Beat cream cheese, butter, and vanilla at medium speed with an electric mixer until creamy. Add powdered sugar, beating at low speed until blended. Beat frosting at high speed until smooth; stir in pecans.