Ueyama (written: 上山 lit. "upper mountain") is a Japanese surname. Notable people with the surname include:

(born 1999), Japanese sprinter (born 1976), Japanese mixed martial artist (1921–2012), Japanese philosopher (born 1987), Japanese Paralympic archer (1889–1954), Japanese painter