| Gao Xiumin | |
| Native Name: | 高秀敏 |
| Native Name Lang: | zh |
| Nationality: | Chinese |
| Birth Date: | 21 August 1963 |
Gao Xiumin (; born August 21, 1963) is a former female Chinese handball player who competed in the 1984 Summer Olympics.
She was a member of the Chinese handball team which won the bronze medal. She played three matches and scored three goals.