As she said, Earthlings are not the only sentient life in the universe. And most of her memories are not of Earth. And as the only Avenger that can fly through space on her own, why wouldn't she spend most of her time elsewhere?
And remember, no part of the Avengers plan included dead Thanos invading the planet.