"They blew up three tower tombs, the best preserved and most beautiful," Maamoun Abdelkarim told AFP.
News of the destruction at the world-renowned site, captured by the jihadists in May, follows their demolition of the ancient shrine of Baal Shamin and the 2,000-year-old Temple of Bel.
"We received reports 10 days ago but we've just confirmed the news," Abdelkarim said.
"We obtained satellite images from the US-based Syrian Heritage Initiative, taken on September 2."
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The whole of Palmyra, including the four cemeteries outside the walls of the ancient city, has been listed as a world heritage site by UNESCO since 1980.
In its listing, the UN agency singles out the tower tombs as the "oldest and most distinctive" of Palmyra's funerary moments -- "tall multi-storey sandstone buildings belonging to the richest families".
"On the fronts of those that survive, foremost among them the Tower of Elahbel, there is an arch with sarcophagus halfway up, which in ancient times supported a reclining statue," it says.
Gruesome violence and the destruction of priceless artefacts have become hallmarks of IS as it has expanded its so-called "caliphate" straddling Iraq and Syria.
In addition to damaging sites in Syria, IS has destroyed statues, shrines, and manuscripts in the Iraqi city of Mosul, and demolished the ancient Assyrian city of Nimrud.