Billy Joel, J.K. Simmons, and Jimmy give an unrehearsed and spontaneous doo-wop performance of The Longest Time with Billys band while filming local .br Watch The Tonight Show Starring Jimmy Fallon Weeknights 11:3510:35c The Tonight Show Starring Jimmy Fallon features hilarious highlights from the show .