Styles has been romantically linked to many other famous names including Taylor Swift, Daisy Lowe, and Ellie Goulding, after shooting to stardom with boy band One Direction formed during the 2010 season of X-Factor UK.
Gorgeous 23-year-old Fowler moved to New York last year and has graced the covers of Harpers Bazaar and Fashion Quarterly, as well as appearing in numerous Victoria's Secret campaigns.
She previously denied links to the singer stating that she had a long-term boyfriend, however the pair are since rumored to have split.