Are Miley Cyrus and Liam Hemsworth together again? The pair was seen being affectionate with each other at the Falls Music Festival at Byron Bay in Australia on Sunday, Jan. 3.

According to The Daily Telegraph, the "Wrecking Ball" singer spent a few days with the "Hunger Games" actor and his family and that they arrived at the festival late in the evening.

The pair reportedly walked backstage toward the VIP area with his brothers Chris and Luke and their wives, Elsa Pataky and Samantha Hemsworth.

The website says that the pair spent about 30 minutes in the VIP area and that many did not recognize the couple. The two then moved to the open arena to see Disclosure's 90-minute set and were reportedly being very affectionate with one another. While they had security to ensure that no one would take pictures of them, some fans were able to take photos of the two that were posted on The Daily Telegraph and other media outlets such as the Sydney Morning Herald.

One fan took to Instagram and posted a picture of Cyrus and Hemsworth walking in a parking lot, and in the shot the pair is dressed casually for an outing, with the actor wearing a grey and blue jacket while the singer donned dark glasses, a printed shirt and a denim jacket.

Another Instagram photo shows the two sitting at a crowded café. Instagram user liamchrishemsworth also posted a photo of the pair posing with some of Hemsworth's family members. Sydney Morning Herald reports that while fans have posted pictures of the pair together on the photo sharing site, the Hemsworth brothers and Cyrus have not posted similar photos, which reportedly suggests that they are keeping quiet about the pair's reunion.

Cyrus, 23, and Hemsworth, 25, met on the set of the film "The Last Song" and started dating in June 2009. They got engaged in June 2012, but after a year the pair called off their engagement. Cyrus started dating Patrick Schwarzenegger back in 2014 but the pair broke up after 6 months of dating.

Reps for Cyrus and Hemsworth have yet to comment on the reports.