Xhemaili is an Albanian surname. Notable people with the surname include:

Blerim Xhemaili (born 1986), Albanian footballer Faton Xhemaili (born 1998), Serbian-born Albanian footballer Mirvan Xhemaili (born 1974), Macedonian politician Riola Xhemaili (born 2003), Swiss footballer

See also Xhemajli