Steven Tyler, Jimmy Fallon, and The Roots Perform "Walk This Way" 7.18K Whitney Jefferson 01/19/11 01:30PM Filed to: Late Night Late Night The Roots Jimmy Fallon Steven Tyler TV Video Last night on Late Night, Steven Tyler obliged Jimmy in performing his hit "Walk This Way." It's a pretty serious rendition, and they even busted out the classic white Adidas shoes![There was a video here]