The eighth installment of the festival will take place from June 1-3 on Randall's Island in New York City.
N.E.R.D. will also be performing at the event that will also feature the debut of Silk City from producers Diplo and Mark Ronson.
Halsey, Khalid, Chvrches, Post Malone, Lil Uzi Vert, Cut Copy, Damian 'Jr. Gong' Marley, Dirty Projectors, Margo Price, D.R.A.M., 2 Chainz, the Glitch Mob, Vic Mensa, Japandroids, Kelela, Third Eye Blind, Brockhampton and Jay Electronica among others will also be featured along with The Gaslight Anthem reuniting to perform their album The '59 Sound in its entirety.
The full-lineup list released on Twitter Wednesday, features a billed act whose name is covered up that will be unveiled at a later date.
Three-day general admission and VIP tickets are available for purchase at GovBall.com at a special "Announce Day" price until midnight Thursday when regular pricing will return.
Last year's Governors Ball featured Tool, Chance the Rapper, Childish Gambino and Lorde.
Governors Ball marks the second major festival Eminem is headlining with the rapper also set to perform at the 2018 Coachella Valley Music and Arts Festival in April.