Combine milk, sweet potatoes, butter, and eggs in a medium bowl; mix well. Combine flour and sugar; add to milk mixture, stirring well.
Spoon batter into a preheated, lightly oiled waffle iron, following manufacturer's directions. Cook 5 minutes or until brown and crisp. Repeat procedure with remaining batter.