The group, which included some of Gomez's backup dancers and girlfriends, was having a blast hanging at late night at the restaurant's Atlanta location, reported Us magazine.
All three were dressed casual, with Gomez, 22, in black pants and a white coat, Efron in a beanie and Zedd rocking a black leather coat.