Alumni of Virginia State University, including alumni who attended the university when it was formerly named:

• Virginia State College
• Virginia Normal and Collegiate Institute

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The school's two-year branch in Norfolk, Virginia, founded in 1935, became part of VSC in the mid-1940s, Norfolk State College in 1969, and Norfolk State University, as it is now known, in 1979.