Celebrity Patrick Dempsey and Estranged Wife Jillian Are 'Working on Their Relationship' Nearly 11 Months After Filing for Divorce The pair was photographed holding hands in Paris over the weekend By Lindsay Kimble Lindsay Kimble Lindsay Kimble is a Senior Digital News Editor and the Sports Editor for PEOPLE Digital. She's worked at PEOPLE for over seven years as a writer, reporter and editor across our Entertainment, Lifestyle and News teams, covering everything from the Super Bowl to the Met Gala. She's been nominated for the ASME NEXT Awards for Journalists Under 30, and previously wrote for Us Weekly while on staff at Wenner Media. People Editorial Guidelines and Aili Nahas Aili Nahas Aili Nahas is the West Coast Deputy News Editor at PEOPLE. She is also the TV deputy in Los Angeles as well as the Weddings Editor. Aili has spent nearly two decades in the entertainment industry and 12 years at PEOPLE. People Editorial Guidelines Published on November 10, 2015 08:30 AM Share Tweet Pin Email Photo: AKM-GSI It’s not over ’til it’s over. Patrick Dempsey and his estranged wife Jillian are “working on their relationship” nearly 11 months after filing for divorce, a source tells PEOPLE. The pair were spotted out together in Paris over the weekend, holding hands as they strolled the Saint-Germain-des-Pr s neighborhood. Jillian is traveling around Europe as Jennifer Lawrence‘s makeup artist for the Hunger Games: Mockingjay – Part 2 premieres. The couple, who share three children – Tallula, 13, and twins Sullivan and Darby, 8 – announced their split in January. Jillian and Patrick, 49, were married for 15 years before their early 2015 split. “[The split] was a long time coming,” a source close to the couple told PEOPLE at the time. “They were never going to make it work, but they tried.” Adds a family source, “They have had disagreements for a long time.” Then, in April, shortly after the onscreen death of his longtime Grey’s Anatomy character, the couple prepared to list their $14.5 million Frank Gehry-designed Malibu estate for sale.