Of the seven people rushed to a nearby hospital, two had life-threatening injuries and five others had non-life-threatening wounds, police said.
Authorities did not release any information about a possible motive nor suspect.
Norfolk State University said some of the victims are students at the university, but did not specify how many.
“NSU Police have secured the NSU campus. Counseling is being made available for any student in need of services.”