Elysian is a city in Le Sueur and Waseca counties in the U.S. state of Minnesota. The population was 708 at the 2020 Census. The city is d…Elysian is a city in Le Sueur and Waseca counties in the U.S. state of Minnesota. The population was 708 at the 2020 Census. The city is distinct from Elysian Township.