The victim, whose name wasn't released to the media, sustained a laceration to his head in the incident Wednesday night, the San Francisco Chronicle reported.
Williams, 41, was arrested for suspicion of assault.
No motive for the confrontation was reported.
The Chronicle said Williams' publicist did not respond to a request for comment on the arrest.
2014: The Year in Fashion [PHOTOS]