Withanage is a surname. Notable people with the surname include:

Chanaka Withanage (born 1976), Sri Lankan cricketer Hesha Withanage, Sri Lankan politician Deshan Withanage (born 1997), Sri Lankan cricketer Madhura Withanage, Sri Lankan politician