It depends ...
With favorable winds, sometimes via China, Russia, Alaska, Canada and then EWR. But it's not unusual to fly via North Pacific, well below the Polar route. Returning to SIN can be again over Canada, Alaska, etc. or via North Atlantic, Europe and west of Asia.