Kendall Jenner and Harry Styles are reportedly back together

Kendall Jenner is reportedly rekindling romance with Harry Styles. The "Keeping Up with the Kardashians" star and the One Direction singer were spotted on a dinner date in Los Angeles on Thursday, August 31.

According to an onlooker, Kendall "was beaming" all night while she and Harry enjoyed their time together at L.A. hot spot Ysabel. "[They] are trying to spend time together again" after cutting off their relationship for a bit, a source close to the couple tells PEOPLE.

"They're rekindling their old romance and Kendall's so excited and happy about it," the source continues, "She's always cared about Harry."

"Things never got serious [since they met a few years ago]," another source previously shared about their New Year's vacation. "He has thought all along that Kendall is hot and was sort of just waiting for a chance to spend more time with her again."

Kendall and Harry were first linked in January 2014 when they were seen going out to dinner and hitting the slopes at Mammoth Mountain in California. Earlier this year, they went for a romantic vacation in St. Barts. Following their split, the Estee Lauder model was linked to Jordan Clarkson and A$AP Rocky.