No, the LCD (other than the backlight) must be powered from the Arduino 5V pin. The backlight can also be powered from the 5V pin (but that will increase the dissipation in the regulator), or from a separate 5V supply, or (if it is a standard LED backlight and has no low-voltage caps across it) from the 12V supply if you use a larger series resistor.