Before playing in the NHL, Wheeler played 1 season with the Green Bay Gamblers of the United States Hockey League (USHL). He also played 3 years of college ice hockey at the University of Minnesota. During his time with University of Minnesota, he was named the WCHA Most Valuable Player in Tournament in 2007.