Jelenković is a Serbian surname. Notable people with the surname include:
Nebojša Jelenković (born 1978), Serbian footballer, father of Veljko Predrag Jelenković (born 1965), Serbian politician Veljko Jelenković (born 2003), Serbian-Bulgarian footballer