Investigators said two men came up to the man and woman while they were in their car at a red light near La Monde Street and Stimson Avenue at about 1:30 a.m. Thursday.
They forced the man to drive to a nearby parking lot about three blocks away, tied up his hands and took his wallet, car keys and two cell phones. The victims were not hurt.
Deputies said the suspects drove off in a dark, four-door Honda
If you have any information that could help investigators, you're urged to call the Los Angeles County Sheriff's Department's Industry station at (626) 330-3322.