Guadagnino's film adapts André Aciman's 2007 novel, from a screenplay by James Ivory that won the Academy Award for Adapted Screenplay. The big change is the ending: the novel follows the two men for twenty years afterwards, and the film stops at the fire and Elio's face. https://en.wikipedia.org/wiki/Call_Me_by_Your_Name_(film)