One Direction is currently in the U.S. to promote their highly anticipated, just-leaked new album "Midnight Memories." The frontman of the band Harry Styles was seen together with an American reality star Kendall Jenner on a rainy Wednesday night.

The 19-year-old British cutie reportedly met Jenner at CBS studios in Los Angeles, where his band was recording a performance for "X Factor." Styles somehow managed to find a spare time in his busy schedule for the 18-year-old reality star, and the pair allegedly was spotted enjoying a cozy dinner date at Craig's, a popular restaurant located in West Hollywood (also, one of Jenner's favorite eateries).

When their dinner date was finally over, the teenagers drove off together through a back exit. The "Best Song Ever" singer was driving black Range Rover, while Jenner kept closely to her phone, sitting comfortably next to him on the passenger seat. Shortly after, Kim Kardashian's little sister made the date quite "official" by following Harry on Instagram.

Harry Styles, who have dated the "I Knew You Were Trouble" singer Taylor Swift and British supermodel Cara Delevigne in the past, recently made an appearance on "The Jonathan Ross Show," and when the host asked him about what he was looking for in a girlfriend, he replied: "I think you know when you find someone, I guess. I think, just someone who's nice."

The "Keeping Up with the Kardashians" starlet split from her high school boyfriend Julian Brooks earlier this year. She was also romantically linked to 21-year-old rapper Young Jinsu, which she took Twitter to deny the relationship. "Enough with the rumors, I'm single people," she tweeted.

One Direction has announced November 23 as "1D Day" offering a seven-hour live cast for their fans. Their upcoming third studio album is scheduled for a release on November 25.