Leaning against a handrail next to New York City's East River, the duo wrapped their arms around each other in front of parkgoers.
After being pictured together last week frolicking around Brooklyn - with Hailey flashing off a decent-looking diamond ring - the pair were again spotted in the Big Apple as they handed out some more PDAs. They were again spotted kissing in Manhattan's Rockefeller Park.
"We didn't speak for quite some time and there was a lot of weirdness that went on, but we've moved past that".
Cristiano Ronaldo Set To Complete £105 Million Juventus Transfer
Cristiano Ronaldo is the most recognizable star in the world but fans are going to have to get used to him wearing a new jersey. I am leaving but I will always feel that this jersey, this badge and the Santiago Bernabéu are mine, no matter where I am.
Last Sunday night, Bieber and Baldwin, 21, were photographed hanging out at Miami's famous nightclub, LIV at Fontainebleau.
After their initial breakup in 2016, Baldwin revealed how she and her famous ex-beau "went through a long period of time when we weren't friends". Everybody knows that at a certain point in time that turned into something else, but that just happens when you're 18, 19. We just work much better as friends. "He's somebody I really cherish".
On Wednesday, a source close to Bieber told People, "He is single and not dating anyone seriously". He has known Hailey for years - she is very involved in Justin's church.
"She is a wonderful person", the source continued. They began to rekindle their relationship in the fall after she broke up with the Weeknd, but they pumped the breaks on their reconciliation in March.