Looks like the loved-up couple are having some issues.

Engaged couple Miley Cyrus and Liam Hemsworth sparked rumors that their relationship seemed to be on the rocks as Cyrus went solo at Elton John's post-Oscar party, while Hemsworth reportedly partied with X-men First Class actress, January Jones, last weekend.

According to Hollywood Life, the Hunger Games star was spotted leaving the Chateau Marmont in Los Angeles and allegedly got into the backseat of a car with Jones. Could Hemsworth just be giving the lady a ride home?

Meanwhile, Cyrus didn't show any signs that she and her fiancé were having problems, as she enjoyed herself with BFF Kelly Osbourne and Kim Kardashian on Hollywood's biggest night. The singer even posted a photo of her with Osbourne and the Oscar party's host, Elton John.

Ever since their engagement last May after being together for three years, reports of the couple breaking up had been endless, but the two still seemed to be keeping it together.

The 19-year-old singer admitted in an interview with Cosmopolitan that she's most satisfied with her relationship with Hemsworth, even calling him as 'hubby and going as far as saying she's 'married' to the Aussie actor, but she later denied it.

Also, the former Hannah Montana star gushed that she could barely contain her attraction to her fiancé, saying, "I'll literally look at him and be like 'You are hot, dear god!'"

Although there's no definite date yet when the couple would get married, fans have a lot to look forword to from the young pair. Cyrus is set to release her new album sometime this year, while Hemsworth would be back on the big screen for the most-awaited Hunger Games sequel, Catching Fire.