No, the US Army is "occupying" a chunk of prime real estate in Seoul, in kind of the same way that the United Nations HQ "occupies" a chunk of prime real estate in NYC. Both cause complaints from the locals, but unlike a real occupation, South Korea could tell the US (and the US could tell the UN) to GTFO any time they wanted to.