United shocked favourites Manchester City 2-1.
Rooney, named Plymouth manager today, said: "Absolutely delighted. It was such a huge task for Manchester United today to come here and beat the champions and I thought they were absolutely fantastic.
Advertisement
Advertisement
"The resilience they've shown, the work rate, the effort, the desire to score goals.
"They deserved the victory."