Stir-Fry Curried Chicken Chinese curry has a taste of its own. It’s not creamy like you find in Indian and Thai recipes. For this quick stir-fry dish, you may use any kind of curry powder. Depending on the type of curry powder you buy, it can even become hot and spicy. However, most of the big brand yellow curry powders here in the states are mild with delicious flavor.