Walter Graham may refer to:
Pud Graham (Walter A. Graham, 1936–2011), politician in Mississippi who served in the state senate including as its president Walter D. Graham (1885–1927), American football player Walter Hodgson Bevan Graham (1849–1931), British Royal Navy officer Watty Graham (1763–1798), Irish Presbyterian and member of the Society of the United Irishmen Wally Graham, Australian rules footballer