VIENNA—International sanctions have yet to be lifted on Iran, but Western oil executives this past week showed an appetite for doing business there at a stately hotel a few blocks from the Danube River.

A little-publicized conference, the South Caspian Region Petroleum & Energy 2015 Summit, drew energy executives from Houston and London to Vienna where they shared coffee and cake with Iranian government officials on Tuesday and Wednesday.

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