Harry Styles and Kendall Jenner Enjoy Dinner Date in West Hollywood

Right after rumors leaked online that One Direction heartthrob Harry Styles was trying to rekindle romance with his former flame Taylor Swift, via a series of "flirty" text messages, it now looks like the "Diana" singer has his sights set on Keeping Up with the Kardashians star Kendall Jenner.

Jenner and Styles were seen out to dinner in West Hollywood Wednesday night. The two enjoyed a meal and a little conversation at Craig's before leaving out the back exit and being bombarded by paparazzi.

Though Swift may be plotting out her next song attack on Styles for the seemingly harmless dinner date, fans of the 1D star have taken to Twitter to voice their surprising support for the teenage celebs.

"KENDALL JENNER HAS IT ALL. YOUTH  BEAUTY, MONEY, AND NOW HARRY STYLES. EXCELLENT," one fan of both the stars tweeted. "I so want Kendall Jenner and Harry to date."

"Don't know if I'm more jealous of Harry Styles or Kendall Jenner?!" added another.

However, according to People magazine reported back in October that Jenner was already spoken for and dating rapper Young Jinsu.

"They're dating -- it's been at least a few months. They've been getting closer recently, and they've been hanging out all the time," the source told People, adding they would also make it public after Kendall's 18th birthday earlier in November.

Jenner denied her involvement with Jinsu after the story was published.