The talking heads?
was it Shawn Phillips? And that is hear.
The group that came to mind when I saw this question was Slade - but then I'm 'old' at 48 ! See related link for the Youtube video.
The Crystals. 1963
The song is called "Running Away" written by Roy Ayers and Edwin Birdsong, performed by Roy Ayers.
Joey
Gabriela sang walk away in high school musical
Lil wayne my good friend
Run DMC sang Walk This Way with Aerosmith.
beyonce
Olivia
Bud Flanagan and Chesney Allen