The former couple fuelled speculation they have rekindled their relationship after they were spotted getting into the same taxi outside Hooray Henry's in West Hollywood.
The duo, who collaborated on the track 'What's My Name' in 2010, tried to keep the fact they were together under-wraps as they left the club separately.
The 25-year-old beauty left first before the 27-year-old rapper followed her out and got into her waiting taxi seconds later, according to the MailOnline website.
An insider recently told HollywoodLife.com that the 'Stay' hitmaker began seeing Drake again late last year but they aren't ready to have a ''committed'' relationship.
The source said: ''They're doing what they do on the low, and they like to keep it that way. They fill each other's needs when they can, and that's how they're choosing to roll.''
The 'Hold On, We're Going Home' singer previously admitted in 2011 that Rihanna had unintentionally broken his heart.
He said: ''At the time it hurt, but she didn't mean to. I'll never put that on her. I was hurt because I slowly started to realise what it was. I guess I thought it was more.''
The R&B star got into an altercation with Rihanna's ex-boyfriend, Chris Brown, in 2012 but the pair have since buried the hatchet.
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