"Love That Man" is a song by American R&B-pop singer Whitney Houston. It was written by Kenneth "Babyface" Edmonds, Rob Fusari, Calvin Gaines, Eritza Laues, Bill Lee, and Balewa Muhammad for her fifth studio album Just Whitney (2002), with production helmed by Edmonds and Fusari. The song was released as the album's fourth and final single in May 2003. Commissioned as a remix single in the United States, Peter Rauhofer and The Pound Boys produced remixes of the song. "Love That Man" became Houston's 12th number-one hit on the US Billboard Hot Dance Club Play chart.