Haughey represent Hong Kong again at the Tokyo 2020 Summer Olympics, in which she won silver in the women's 200 metre freestyle and women's 100 metre freestyle, becoming the first Hong Kong swimmer to win an Olympic medal and the first Hong Kong athlete to win two Olympic medals in any sport.