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