TEHRAN, Iran — Members of Iran’s national women’s soccer team were greeted with a welcome ceremony upon their return to the Islamic Republic after several of the players sought asylum in Australia.

The two Iranian women’s soccer players who remained in Australia amid the U.S. and Israel’s joint military campaign against Iran have spoken out publicly for the first time since accepting asylum, ...