short answer is yes you can if the resistor can handle the wattage
I have to say in these politically correct times that you are differently correct.
The LEDs will not share current and the voltage drop across the resistor will be dependent on how much current is flowing. Each LED needs its own resistor.
http://www.thebox.myzen.co.uk/Tutorial/LEDs.html