I hadn't — until I recently discovered this video...
According to the information provided with the clip, this performance took place July 14, 1984, in Dallas, Texas. Eddie (and his guitar) happened to be in town that night, so he joined Jackson on stage for the song.
Jackson screams, "You got it, Eddie, Eddie, Eddie!" just as the solo kicks off.