Guryev () is a Russian-language surname. The feminine form is Guryeva (). It may refer to:
Guryev Andrey Guryev (b. 1960), Russian businessman Andrey Guryev Jr., Russian businessman Dmitry Guryev (1758–1825), Russian statesman and Minister of Finance Stepan Guryev (1902–1945), Soviet general, Hero of the Soviet Union Viktor Gurjev (1914–1985), Estonian opera singer and pedagogue
Guryeva Anjela Gourieva (born 1980), Russian female volleyball player Anastasiia Gureva (born 2005), Russian tennis player Lyudmila Guryeva (born 1977), Kazakhstani biathlete Maria Nesselrode, née Guryeva (1786–1849), Russian courtier and lady-in-waiting Polina Guryeva (born 1999), Turkmen weightlifter Yelena Guryeva (born 1958), Russian field hockey player