The weight reduction is not…
The weight reduction is not the primary reason for increased fuel economy. A smaller rim/bigger tire takes up more space around the brakes, which has a large impact on aerodynamics, since that area is a highly turbulent space. Larger tires are more efficient, no matter how you define "larger".