"I Want You Back" was the fourth single released by iconic Australian rock group Hoodoo Gurus from their debut album Stoneage Romeos. It was released on Big Time Records (distributed by EMI) in March, 1984 (at same time as the album). "I Want You Back" was written by Dave Faulkner. The B-Side "Who Do You Love?" (aka "Hoodoo You Love?") was recorded live by 2JJJ. The single was released in the United Kingdom in 1984 by Demon Records, but with an alternative B-Side, "Be My Guru". "I Want You Back" was Hoodoo Gurus first hit in America, reaching number three on the college radio charts.