Are Justin Bieber and Selena Gomez Back Together ... Again?

They were spotted together in L.A. on Friday night, prompting new reunion rumors.

Maybe there really is "Nothing Like" them? Justin Bieber and Selena Gomez have sparked reunion rumors after they were spotted together over the weekend.

The duo reportedly attended the showcase for up-and-coming girl group Young LA at the Soho House in Los Angeles on Friday night. The group tweeted about it, even taking a photo with Gomez. "Our girl the beautiful Selena @Selenagomez was front and centre last night for our first show! We love u...," they wrote.

One of the ladies, Brooke Adams, also confirmed the sighting on Twitter, sharing, "No big deal.. Bieber and Gomez front seat at our first show. Musta been the music. <3"

A source tells Us Weekly that the possible reunion is just the latest chapter in Jelena. "It never ends," the insider says. "We'll see. It's such drama with them." According to the report, Gomez was spotted leaving Bieber's house Saturday morning, getting into a car with suitcases.

The couple sparked breakup rumors in November, but they seemed to reconcile shortly thereafter. Then they reportedly broke up again over the holidays while on vacation in Mexico — before once again inciting reunion rumors just this past weekend.

Up until recently, Gomez and Bieber had remained pretty tight-lipped about their reported split, until Bieber opened up to Billboard in an interview that took place before they were spotted together again. "I'm not in the happiest place that I've ever been," he said. "I'm trying to get through what I'm going through. Like I said, I have my really close friends to cheer me up and keep me going.

"There's so many rumors," he added. "People say I call Selena every day and she won't pick up the phone or I'm chasing her down, and these are all fake stories. I don't go on blogs or anything like that. I hear things. People tell me if something happens on the Internet. It gets back to me, definitely."

The magazine also confirmed that the track "Nothing Like Us," featured on his just-released, chart-topping Believe Acoustic album, is about the breakup.

How does Justin Bieber's "Nothing Like Us" compare to Justin Timberlake's "Cry Me a River"?

Whatever may come of this latest reunion, Bieber and Gomez are both busy. He's set to hit New York this week to perform on "Saturday Night Live," and she's been busy in the studio, working on her 2013 album release.

Do you hope Justin and Selena are making it work? Let us know in the comments!