I'm pretty sure I've seen them at H-Mart, but I'm not sure if they're always there.
You could grow 'em yourself: Sweet potatoes sprout quite well in a glass of water, with part of the spud held out of the water with toothpicks.
What is patriotism, but the love of good things we ate in our childhood?
-- Lin Yutang