Line a 12-hole baking pan with cupcake liners. Preheat oven to 400 F.
In a large bowl, combine flour, cream of rice cereal, and baking powder.
In another bowl, combine milk, brown sugar, butter, egg, vanilla extract, and lemon peel. Whisk until blended.
In the center of the flour mixture, form a small well. Add milk mixture and using a spatula or wooden spoon, stir just until blended.
Gently stir in cherries. Allow batter to stand for 5 minutes.
Spoon batter to prepare muffin pan up to 3/4 full. Bake in the preheated 400F oven for about 15 to 20 minutes or until top is lightly browned and a toothpick inserted in the middle comes out clean.
Remove from oven and place on wire rack for 5 minutes to cool. Serve warm.