Could Karry soon be a thing? On Wednesday night, One Direction heartthrob Harry Styles and "Keeping Up With The Kardashians" star Kendall Jenner were photographed out together in Los Angeles.

The duo spent the night at West Hollywood restaurant, Craig's, according to reports. After the dinner, the twosome drove off together in a black Range Rover, with Kendall looking down at her phone while the paparazzi kept taking photos of them.

The twosome reportedly met on the set of the "X Factor" (Kendall's big sister co-hosted the show last season). 1D are slated to appear on the show Thursday night (November 21), and were spotted on set on Wednesday.

Hours before hitting the town with Kendall, Harry tweeted, "In the ciiiiityyyyyyyyy," giving no hint at the now buzzed-about dinner date. One year ago, Styles made headlines after he was spotted with Taylor Swift. The twosome broke up back in January.

Styles and his 1D groupmates are in Los Angeles to promote their new album, Midnight Memories, and landed in the City of Angels on Tuesday. While in L.A. they will host a seven-hour live stream on Saturday billed as 1D Day before taking the stage at the American Music Awards Sunday night. Their new album hits retailers on Monday.

Meanwhile, Kendall has sparked more headlines this week. The model ignited the Internet after she shared a photo of herself in a sheer top that left very little to the imagination. Her sister, Khloe, defended the 18-year-old and the breast-baring shot.

"Gorgeous @KendallJenner!!!" she wrote. "High fashion! Model your booty off and show them how its done!!! Major Model Moment!"