If you thought Selena Gomez [1] and The Weeknd were just a passing fling, their latest outing will definitely prove you wrong. On Wednesday, the "Hands to Myself" [2] singer flashed a slight smile when they were photographed leaving Dave & Buster's in LA together at 3 a.m. Selena and The Weeknd (real name Abel Tesfaye), who first sparked dating rumors in early January when they were spotted kissing [3], held hands as they made their way to their car. Selena looked happy and carefree in an all-denim outfit (with a little flash of abs), while The Weeknd kept things casual in jeans and a jacket. Shortly after news of their romance broke, the "Starboy" singer's ex-girlfriend Bella Hadid unfollowed Selena on Instagram [4]. Since things appear to be heating up between these two, more drama could potentially be brewing (just ask Selena's ex Justin Bieber [5]).