The Graduate School alone does not require the GRE, GMAT, TOEFL, and other test scores. Each department has specific requirements pertaining to test scores. For any questions pertaining to test scores/submission for application purposes, please contact the department you are applying to.
TOEFL: If you are an international student with a U.S. Bachelors degree, you are exempt from the TOEFL.