Chinese President Xi Jinping left Beijing on Wednesday for a state visit to Russia and the celebrations marking the 80th anniversary of the victory of the Soviet Union's Great Patriotic War in Moscow, at the invitation of President Vladimir Putin of the Russian Federation.