A reclusive English teacher suffering from severe obesity attempts to reconnect with his estranged teenage daughter for one last chance at redemption.

In the summer of 1983, a 17-year-old Elio spends his days in his family's villa in Italy. One day Oliver, a graduate student, arrives to assist Elio's father, a professor of Greco-Roman culture. Soon, Elio and Oliver discover a summer that will alter their lives forever.