On 28 January 2008, Di María and some of his under-20s teammates were called up for the Argentina squad for the 2008 Beijing Olympics.
Pada tanggal 28 Januari 2008, Di María dan beberapa rekan U-20 dipanggil untuk skuat Argentina di Olimpiade Beijing 2008.