Born to a samurai family in the Kaga Domain (present day Kanazawa in Ishikawa prefecture), Uryū became one of the first cadets of the Imperial Japanese Naval Academy but did not graduate; instead, he was then sent to the US Naval Academy in Annapolis on 9 June 1875, returning on 2 October 1881.