The 33-year-old Amber Rose Show host appeared to confirm her relationship with the 30-year-old Dancing with the Stars pro by posting the intimate picture on Instagram.
"My Love," she captioned the snapshot for her 13.4 million followers.
Rose and Chmerkovskiy met on Dancing with the Stars Season 23, where they were partnered with Maks Chmerkovskiy and Laurie Hernandez, respectively. People reported in December that the pair are officially dating.
"They're solid and in a good place," a source told the magazine. "They're both very happy with how things are going."
Rose herself couldn't help but gush about Chmerkovskiy on Wednesday's episode of her Loveline podcast. She told co-host Chris Donaghue she initially kept her romance under wraps as she sorted out her feelings for Chmerkovskiy.
"It's amazing! It's so good. It's so good. It's been four months now and it's awesome. I love his family and everyone's so great and he's great," the star gushed.
"Right now it's just absolutely amazing and I'm super, super happy," she added. "I didn't want to put it out there [initially] because I wasn't sure about us yet."
Rose and Maks, Chmerkovskiy's elder brother, were eliminated fifth on Dancing with the Stars in October 2016. Rose was previously married to Wiz Khalifa and shares 3-year-old son Sebastian with the rapper.