Featured in the magazine's April 2015 issue, Bieber, 21, and Jenner, 19, were shot by photographer Mario Testino in a series of sexy shots. It's all part of Vogue's "Meet Hollywood's New Brat Pack" spread, which also highlights Gigi Hadid, Ansel Elgort and others stars.
"I like to think I can just grab a pair of sunglasses and go anywhere -- but subconsciously I'm aware when I'm at the gym that I need to save energy so I can do a 40-yard dash to my car when I leave," Jenner told Vogue about being in the celebrity spotlight.
"I've been kind of on the low, just working on the new album," Bieber told the magazine. "Now I'm ready to get back on the grind."
There's been ongoing rumors that these two are more than friends -- but both of them have maintained that they're just pals.