It may be spring, bordering on summer, but Mary-Kate Olsen doesn’t seem to mind. The creative director of The Row seemingly rekindled her relationship with Canadian hockey player Sean Avery over dinner in Los Angeles. But, given her heavy layering, we wouldn’t blame you for assuming she was dressed for a Canadian winter.

The sighting comes three and a half years after the actress-turned-fashion designer finalized her divorce from French banker Olivier Sarkozy.

In case you missed it, on Memorial Day weekend, fans snapped photos of Mary-Kate hanging out with her former flame Sean Avery, per pics from DeuxMoi via DailyMail . While in the Hamptons, Mary-Kate was seen with Avery, along with their mutual friend Andy Cohen. Mary-Kate and Avery were specifically seen entering the new The Row store in Amagansett.

Mary-Kate Olsen and Sean Avery sparked romance rumors after they were spotted in the Hamptons together over Memorial Day weekend; a source tells Us Weekly what's really going on

Mary-Kate Olsen and former NHL player Sean Avery were spotted getting cozy in New York's Hamptons, nearly 20 years after they were initially linked, back in 2007. See the photos!

Since then, sources told People that, despite persistent rumors, the pair are seemingly just close pals. They said, “Mary Kate and Sean have known one another for years. They have been in the same social circles in NYC and share many mutual friends. They spend their summers in the Hamptons, and hang out with the same crowds.”

Mary-Kate Olsen reunited with former flame Sean Avery in the Hamptons during Memorial Day weekend. See photos of their outing.

Mary-Kate Olsen and Sean Avery have “hooked up off and on for years,” an insider exclusively tells In Touch amid their latest wave of dating rumors. “They have lots of mutual friends, I wouldn’t be surprised if they’re back together,