The show announced on Monday that she will be a guest on Feb. 9. Mrs. Obama will be in New York to mark the first anniversary of the Let's Move! campaign to fight childhood obesity.
The first lady is expected to discuss the campaign during her appearance.
The Associated Press contributed to this report.