Justin Bieber and Hailey Baldwin Mark 2 Years Since They Secretly Married at N.Y.C. Courthouse

Justin Bieber and Hailey Baldwin are celebrating a very special day.

On Sunday, the couple marked their two-year wedding anniversary. “2 years today @haileybieber .. xoxo,” the singer, 26, shared on Instagram.

PEOPLE confirmed in September 2018 that Bieber and Baldwin secretly got marriage licenses at a New York City courthouse, just two months after getting engaged in the Bahamas on July 7, 2018. “They went ahead and did it without listening to anyone,” a source close to the couple told PEOPLE at the time.

“Happy Anniversary yall! We love and miss u,” Chance the Rapper commented on Bieber’s post.

Baldwin’s longtime stylist Maeve Reilly also congratulated the pair. “Happy 2 year anniversary to my beautiful friends! It has been an honor to watch your love story unfold. I love you both so much!” Reilly shared on her Instagram Story, along with a black-and-white portrait from Bieber and Baldwin’s second wedding.