Yes. They are QUITE invasive!
It will come back with a vengeance! I have two trumpet vines and always find new shoots coming up as far as 5 ft. away! Like Sia@South 47th said, they ARE VERY invasive!
I think you have nothing to worry about!
Same things happened with a large crape myrtle, be patient your plant will eventually come back on it's own.