Justin Bieber and Selena Gomez Drive of Shame?

11/17/2012 3:00 PM PST
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.

The way things are going, these two will break up and get back together a few more times before the weekend is out.