Gossip website TMZ claims the pair were spotted at an LA restaurant but left before even getting a table.
The couple, who are said to have gone their separate ways last weekend, exited the eatery just minutes after arriving, and headed home in their own cars.
JB was later snapped outside Selena's gated mansion, but was apparently refused entry to her home, leaving the teen idol to head home alone.
And according to Digital Spy, Justin posted a cryptic tweet yesterday (16 November) that read: "things arent always easy. there is alot of pressure. im figuring it all out. im trying. but i care, i notice, i still hear u. #Beliebers."
Earlier in the week, it was reported that Selena's name would be scrapped from the lyrics to his Nicki Minaj collaboration Beauty And A Beat.
Watch MTV News on the hour every hour on MTV - Sky Channel 126 and Virgin Channel 134