Combine corn syrup, pineapple juice, rum and sugar in a large bowl. Refrigerate 1 hour.
Pour into container of ice cream maker and freeze according to manufacturer's directions.
Pour into freezer-safe container and freeze overnight (store up to 1 month). Remove from freezer 10 minutes before serving.