Alexei Mikhailovich Guryshev (Russian: Алексей Михайлович Гурышев; March 14, 1925 in Moscow - December 16, 1983) was a Russian ice hockey center. A four-time Soviet all-star, he was the top goal scorer in the Soviet Union five times: 1949, 1953, 1955, 1957, and 1958. He scored a total of 379 goals in 300 league games, making him the third highest goal scorer in league history. After his playing career, he became an international referee.