Asclepias syriaca is native to the eastern half of US
http://plants.usda.gov/core/pr...
You must be thinking about something else not native to that area.
A syriaca is very aggressive in a garden, spreading by thick thizomes several inches down. It isn't one for neat tidy gardens but is great for the wild look and monarchs.
