Justin Bieber and Selena Gomez -- Drive of Shame?

Just hours after the two had a nuclear fight, Justin Bieber's white Ferrari was seen pulling out of Selena Gomez's home early Saturday morning.

As TMZ first reported, the on-again/off-again couple went out to dinner Friday night, but left after just 10 minutes. The two then drove separately back to Selena's place (Justin was a few minutes behind) but she denied him at the gate.