Media reports suggested Le Guen would be leaving his post following the resignation of former president Alain Cayzac in April, with Luis Fernandez tipped for a return.
But Villeneuve said: "I want to reinforce this team together with Paul Le Guen, who is continuing in his role of coach."
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