Rice noodles will continue to cook after you drain them. To stop the cooking process, rinse them in cold water until they are completely cooled. Once all of your other stir-fry ingredients are cooked, add the noodles to the stir-fry and toss to combine. Continue cooking for only 1-2 minutes to reheat the noodles.