As an undergraduate Guillemin attended Boston College, the University of Illinois, and, finally, Boston University, where he received a Bachelor of Fine Arts (BFA) in 1962.
After graduation from Boston University he traveled to Paris and attended courses at the École des Beaux-Arts and the Académie de Grande Chaumière.