I had an experience like that with a NO-ID snapdragon someone sent me. They warned me that it "spread easily" ... indeed, planting one patch made it spread everywhere in my yard that same year.
I think that what's invasive in one climate can be difficult to grow in another climate.
Perhaps global warming will eliminate all our worst weeds for us ... before bringing in an entirely different bunch of weeds!