India, Sept. 4 -- American actor-filmmaker Zoe Kravitz and British singer-songwriter Harry Styles' yet another holding hands appearance, this time in New York, has further fueled their dating rumors.

Photos obtained by PEOPLE on Wednesday, show Zoe and Harry walking hand in hand in Brooklyn. While Zoe wore an all-black outfit, Harry was dressed in tan pants and a jean jacket.

The sighting follows their London outing just days earlier. According to the British tabloid, The Sun, the pair reportedly shared a passionate kiss. According to an eyewitness the two looked "really into each other" and "did not seem to care if anyone saw them kissing." The two walked in together, with the source calling it "definitely a date" and describing them a...