Combine juice, mustard, sugar and cornstarch; set aside.
Cook mushrooms and onions in oil in large skillet over medium-high heat. Remove from skillet. Add pork to skillet; cook until browned. Stir in mushroom mixture, rice and juice mixture. Cook, stirring frequently, until thoroughly heated. Add oranges; toss lightly until heated. Transfer to serving dish and sprinkle with almonds.