Find recipes for Candied Walnuts and other Course recipes. Get all the best recipes at . Recipe directions: In a large heavy skillet, combine the oil, vinegar and pepper. Cook and stir over medium heat until blended. Add walnuts and cook over medium heat until nuts are toasted, about 4 minutes.