Federico Pastorello said: "The player is not on the market, there is no hope that the boy could return to Italy because Villarreal say he is not for sale.
"Rossi is happy with his decision, both personally and professionally. Villarreal is allowing him to grow as a player."
Roma have been eyeing Rossi as an alternative to Fiorentina striker Adrian Mutu.