The 30-year-old star and the Tesla billionaire were seen at the Box nightclub in UK, reported AceShowbiz.
The pair was photographed while exiting the venue with "Suicide Squad" cast members Cara Delevingne and Jared Leto, who were in the city for their film's premiere.
The two sparked dating rumours during a vacation in Miami last month.