Leo Robinson was born in Washington, D.C. in 1938. He has an MFA from Cranbrook Academy and a BA from Howard University. He also took painting classes at the Corcoran School of Art and Skowhegan.

He was Professor of Drawing and Painting at California State University, Fullerton with additional teaching at Howard University, Wellesley College, Moore College of Art, and University of the Arts.