Joseph, Joe or Jo Walton may refer to:

Sportspeople Joseph Walton (footballer, born 1868) (1868–1940), English association footballer of the 1890s Joe Walton (1935–2021), coach in college and professional American football Joe Walton (footballer, born 1881) (1881–1962), English association footballer of the 1900s (Preston North End, Tottenham Hotspur, Sheffield United) Joe Walton (footballer, born 1882) (1882–1954), English association footballer of the 1900s (New Brompton, Chelsea, Barry, Swansea Town) Joe Walton (footballer, born 1925) (1925–2006), English association footballer

Writers Jo Walton (born 1964), Canadian-Welsh novelist and poet Jo L. Walton (born 1982), British poet and novelist

Others Joseph Walton (convict) (1830–?), convict transported to Western Australia Sir Joseph Walton, 1st Baronet (1849–1923), Liberal Party MP for Barnsley, 1897–1922 Joseph Walton (judge), English judge Joseph Walton (British Army officer) (died 1808), Master Gunner, St. James's Park pseudonym for the American film director Joseph Losey