Higher corporate taxes does not fund a budget so much as it redirects wealth otherwise retained by corporate owners, who own the vast amount of publicly traded shares. It reduces wealth disparity.
Properly drafted, higher corporate taxes permit higher wages and encourages investment in American facilities, because the investments are tax deductible. It's one reason the 1950s were so prosperous.