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Well then, perhaps you should have a little talk with whom-ever-you're-about-to-turn-your-article-in-to, if a little white space is even a problem.
If, on the other hand, you wish to pursue this issue further:

\documentclass[onecolumn]{IEEEtran}
\usepackage{multicol}
%...
\begin{document}
\begin ...