Heidi Klum rocks jeans and a tank top while shopping with husband Tom Kaulitz in Beverly Hills

Adele and boyfriend Rich Paul sneak out the back exit of swanky Beverly Hills restaurant

Creepy! Kourtney Kardashian and Boyfriend Travis Barker Tour the Spooky ‘Witch’s House’ in Beverly Hills

Sofia Richie is seen stepping out for lunch with her boyfriend Elliot Grainge in Beverly Hills