Ciccolini is a surname of Italian origin. Notable people with the surname include:

Aldo Ciccolini (1925–2015), Italian pianist Claudio Ciccolini (1624–1688), Italian Roman Catholic prelate Félix Ciccolini (1916–2010), French politician François Ciccolini (born 1962), French football manager and player