“D.O.A.” rapper Jay-Z and nine-time VMA nominee Lady Gaga will join Green Day, Pink, Taylor Swift, and Muse as performers at the 2009 MTV Video Music Awards, airing live Sunday, Sept. 12 @ 9PM, the network revealed in a statement Wednesday.