Police set up a perimeter near the University of Southern California Wednesday night after reports of two men with a gun near the campus, the Los Angeles Police Department said.
The gunmen were reported around 9:35 p.m. in the Exposition Park area at 36th Street and Normandie Avenue.
Students were kept out of nearby housing as police searched several blocks.
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One man was captured, and another was still on the loose, police said.