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Selena Gomez The Weeknd Lead
Credit: Denise Truscello/WireImage; Noam Galai/WireImage

Selena Gomez and The Weeknd have made their romance known.

The couple rented out Hollywood & Highland’s Dave & Buster’s venue in Los Angeles, and stayed until 3 a.m. after arriving together at 11 p.m.

“They looked very happy. They had a blast with their friends,” a source tells PEOPLE about the pair, who were spotted holding hands.

Selena Gomez The Weeknd Embed
Credit: AKM GSI

Gomez, 24, was dressed in an oversized denim jacket, black crop top and wide-leg dungarees while the Weeknd (né Abel Tesfaye) opted for a “Starboy” long sleeve, black pants and gold jacket.

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Joining them at the fun-filled event were French Montana and Jaden Smith.

The pair were photographed leaving together in his Bentley.

A photo posted by Elie (@visionelie) on Jan 26, 2017 at 4:06am PST

Romance rumors were first fueled earlier this month when Gomez and the Weeknd were spotted having a romantic dinner at celebrity hotspot Giorgio Baldi, where they were pictured smooching throughout the evening.

It’s the first romance for the “Party Monster” hitmaker since he and ex-girlfriend Bella Hadid split in November after a year and a half together.

Gomez—who recently took a career hiatus to seek treatment for emotional complications stemming from her lupus diagnosis—last had a high-profile on-again, off-again relationship with Justin Bieber.

This Story Originally Appeared On People