The hour-long chat show will also feature David Oyelowo and Bobby Flay.
"The Tonight Show" airs in the New York metropolitan area on NBC, Channel 4, beginning at 11:35 AM ET; check local listings.
Directed by Rob Marshall, "Into the Woods" is set to hit cinemas around the country Christmas Day.