Eugene Cullen Kennedy was born in Syracuse, New York, on August 28, 1928, to second generation Irish parents, James Donald Kennedy and Gertrude Veronica Cullen.
Raised in Long Island, Kennedy graduated from Chaminade High School in Mineola, NY in 1946 after which he entered the Maryknoll Seminary in Maryknoll, NY.