Lemongrass is also known as serai in Malay. Another very important herb (if it can be called a herb) in Southeast-Asian cooking.
Lotus Supermarket? and other places along the Strip sell it. There is also a dried version that you may sometimes see in the herbs and spices section of some supermarkets, and at spice shops. But since the fresh one is readily available, just use that instead.