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A paper that used figures to, in my view, revolutionize the understanding of an area of mathematics is: R. Penrose. Applications of negative dimensional tensors. In D.J.A. Welsh, editor, Combinatorial mathematics and its applications, pages 221–244. Mathematical Institute, Oxford, London, New York, Academic Press, 1971.