Li placed second in both of her assigned 2011–12 Junior Grand Prix events and qualified for the Junior Grand Prix Final which was held in Quebec City, Canada. She finished fourth at the event. At the Youth Olympics, she won the bronze medal. She then competed at the 2012 Junior World Championships and finished 5th. Concluding her season, Li won gold at her first senior international, the Triglav Trophy.