Genge is an English surname. Notable people with the surname include:
Colin Genge (1859–1910), Canadian politician and contractor Ellis Genge (born 1995), English rugby union player Ken Genge (Kenneth Lyte Genge) (born 1933), former Canadian Anglican bishop Paul Genge (1913–1988), American actor Stewart Genge, member of the National Australia men's national pitch and putt team in the World Cup 2008 William Genge, Abbot of Peterborough 1397-1408