After the failure of the June Revolution, he left Albania, first moving to Zara, Kingdom of Yugoslavia, and later in Vienna, where he stayed as a political immigrant until 1931.
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Mulleti died on August 28, 1956, in Vicolo delle Grotte, Rocca di Papa, near Rome.