At the international level, he represents Chinese Taipei U23. He plays primarily as a Goalkeeper.

His most recent move was a from Tainan City Steel to Tatung FC on 2024-02-01.

In the AFC Cup 2023-2024, Guan-Pei Li played 5 matches, averaging 0 interceptions, 0 tackles, and 0 clearances per game.