The celebrity hotspot has become somewhat of a second home for the star, with the 27-year-old visiting the restaurant and bar at least six times in the past two months.
Wearing an all black ensemble, the 'Mean Girls' star may have hoped to slip in unnoticed, but considering she's there practically every night, she's probably their most valued and recognisable customer.
The actress opted for a loose black top that she teamed with a black bomber jacket and a short leather skirt that showed off her toned legs.
With her trademark auburn locks left loose and minimal make up, it seems the star was going casual for the evening, with the exception of some black heeled boots, which must have been difficult to walk in, as she had to steady herself.
Leaving the venue at 2am, the star looked ready for bed, but still had the energy to sign an autograph for a lone fan, before having some help to make it back to the car.
Lindsay raised some eyebrows when she last visited the restaurant a mere two days before, as photos of the star showed her to be looking rather beat as she was led to her car by a friend.
Lindsay's mugshot collection thanks for your attention