Does Qatar airlines fly direct New York Dubai?

No, as Qatar Airways base is in Doha, Qatar, so any flight departing anywhere else in the world will fly to Doha, so in short no but you can fly via a 2-3 hour or so stop-over in Doha before continuing to Dubai