At the international level, he represents Chinese Taipei Women. He plays primarily as a Goalkeeper.

In the AFC Women’s Asian Cup 2026, Wu Hsin-Ni played 1 matches, averaging 0 interceptions, 0 tackles, and 0 clearances per game.