It was released as a single on May 31, 2019, along with its music video, serving as the fourth single from the duo's third studio album World War Joy.

[2] "Call You Mine" marks The Chainsmokers' third collaboration with Bebe Rexha, following their remixes of "Take Me Home" by production trio Cash Cash, featuring Rexha on vocals, and their remix of her debut solo single, "I Can't Stop Drinking About You".

[5][6] The music video was directed by Dano Cerny.

[7] The music video is shown in reverse, and is about Rexha, implied to have stopped being a fan of the Chainsmokers, plotting the murder of them.

She gives a sexy dance in a club, which the duo enjoys, then proceeds to poison their drinks before dragging them to her car and driving away from the cops.