Stoke City, Sunderland and West Bromwich Albion had all been linked with loan moves for the 22-year-old winger.
Fernandes tweeted: "Junior Hoillet not going anywhere. He's is a key player for the future. Needs a good run in the team."
Hoilett signed a four-year contract with QPR from Blackburn in the summer.