"Love That Man" is a song by American R&B-pop singer Whitney Houston, released in 2003 and is featured on her album, Just Whitney.... The song was the final single released from the album. The track was commissioned as a remix single in the U.S. The remixes were done by Peter Rauhofer and Pound Boys. No music video was released to accompany the single. The release became Houston's 12th number-one hit on the Billboard Hot Dance Club Play chart.