The accident happened around 1:30 a.m. Friday along the 200 block of South 39th Street in University City.
Police say the driver suffered minor injuries after driving onto the footpath on Penn's campus.
DUI charges will be filed by Philadelphia Police. The investigation is being handled by the University of Pennsylvania Police.