In a saucepan, combine all ingredients, except walnuts.
Heat on low/medium heat, stirring occasionally, until the sugar is dissolved.
Remove pan from heat and stir in walnuts.
Serve with rice, or whatever dish you'd like! We enjoy this with chicken fried rice and stir fry veggies. Enjoy!