Genge is an English surname. Notable people of this name include:
Colin Genge (1859-1910), Canadian politician and contractor
Ken Genge (Kenneth Lyte Genge) (b. 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