Changi does not have seperate Arrival and Departure concourse as some of the other airports do. So once you arrive, you are on the same concourse as people who have checked in for their flights and people who are in transit.
There is no concept of an Arrivals area as being separate from a departures area.
Plaza Premium Lounge is Airside and thus you don't need to clear immigration.