Chinese yam tubers
(INN) Rank 1
This is a really nasty vine, it is doing serious damage in the Smokies because it chokes out the native plants. It reproduces by the little brown "potato-looking" growths.
Where seen: Oak Ridge Greenways, Great Smoky Mountains NP, widespread