Leonardo DiCaprio, Rihanna

Jordan Strauss/Invision/AP, Pascal Le Segretain/amfAR14/WireImage

Rihanna and Leonardo DiCaprio continue to fuel romance rumors!

Just days after the 40-year-old actor and the 26-year-old "Stay" singer got flirty (and possibly kissy) at a Playboy Mansion party, the duo reunited for Caleb Followill's birthday party Wednesday night at the Sunset Marquis Hotel in West Hollywood.

DiCaprio arrived to the swanky bash with pal Kevin Connelly. The BFFs were photographed walking in with their arms around each other. Ri-Ri reportedly arrived just minutes later and entered the party wearing casual jeans and a white shirt.

Leonardo DiCaprio

AKM-GSI

While there supposedly wasn't any PDA between DiCaprio and Rihanna, they did hang out together throughout the party. Other stars who attended the Kings Of Leon rocker's b-day included Taylor Swift, Lorde and Harry Styles.

Earlier this week, DiCaprio and Rihanna partied together at the Playboy Mansion. "No one was making out. They are just friends. That's it," one source who was also at the party told E! News. "There was a big group dancing. Tom Hardy, Naomi Campbell and a bunch of other people. Everyone was having a good time together. Maybe a little bit of friendly flirting but no scandal here."

However, another source dished to E! News that the A-list actor and the Barbadian beauty were spotted smooching during the party.

—Reporting by Michelle Falls

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