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Our insider added, "At one point she pulled down his ski mask and gave him a kiss. They were also hugging and kissing a lot and seen holding hands." Aww!

This is the first we've seen of Joe moving romantically on since he and Gigi broke up in late-2015. Although the split was a friendly one, a source told E! News Joe was a "bit upset" when Gigi began dating former One Direction boy-bander Zayn Malik so soon after they called it quits.

"[Joe] still has feelings for Gigi that won't just disappear overnight," an insider told E! News in early December. "They did love each other and he still has a love for Gigi. He is not looking to rush into another relationship though just yet. He is focusing on his music and new projects that are in the works. He has some great friends and family around so, like anything, he knows his feelings for Gigi will pass with time."