In 1960, Proctor left Virginia Union University to become president of the Agricultural and Technical College of North Carolina (which is today North Carolina Agricultural and Technical State University) in Greensboro, North Carolina.
In 1969, Proctor was invited by Rutgers University to give a lecture on the one-year anniversary of the assassination of Martin Luther King, Jr.