It seems like Kendall Jenner and Harry Styles have rekindled their romance. The One Direction heart-throb and the supermodel were spotted on a romantic dinner date in Los Angeles on Thursday night.

According to People, the two were spotted during an intimate dinner date at hotspot Ysabel.

"[Kendall Jenner] was beaming all night. They are trying to spend time together again," a source told People. "They're rekindling their old romance and Kendall's so excited and happy about it. She's always cared about Harry," the source added.

The teen star and the 22-year-old singer were first romantically linked in late 2013 when they were spotted together backstage at Saturday Night Live. In December 2015, the two were spotted kissing and canoodling while on their romantic getaway in St Barts. The duo were last seen together in Los Angeles just days ahead of the MTV Music Awards in April.

After the couple were spotted kissing in St Barts, the 20-year-old's half-sister Khloe Kardashian had confirmed the two were dating.

"Do I think they're dating? Yes," the Keeping Up With The Kardashians star told Entertainment Tonight. "I don't know if they're like, boyfriend-girlfriend ... But I mean, they were in St Barts together hanging out, so to me that's dating."

The rumours about the duo reigniting their romance comes after Jenner fuelled dating rumours with Los Angeles Lakers player Jordan Clarkson in March.

"They [Kendall Jenner and Jordan Clarkson] have been secretly dating for months and they are super into each other. He is super sweet and a total gentleman and Kendall loves that," a source previously told People.

Harry Styles, Kendall Jenner
Harry Styles and Kendall Jenner were apparently spotted getting intimate while on their dinner date at hotspot Ysabel Getty Images