USC's philosophy department is found in Mudd Hall of Philosophy. It is located on Exposition Boulevard across the street from Exposition Park, just east of Watt Way, and west of S Figueroa St.
USC Philosophy Department page on Mudd Hall of Philosophy
Google Map to Mudd Hall of Philosophy