No, this is a constant current buck supply, with a series inductor to maintain nearly constant LED current. I think the current is held within 10% of the desired current. The reference design with a long evaluation report is almost exactly matching what I want to do, and they show a 94% efficiency at 350 mA. The LEDs just see DC.
Jon