After World War II, returning G.I.s caused exponential growth of the college, necessitating construction of classrooms, a student union, a cafeteria, a health center, dormitories, apartments for married students, and many surplus temporary buildings donated by the federal government.
In 1960, the State Board authorized Southeastern to offer master's degrees through the newly formed Division of Graduate Studies.