Answer by egreg for \renewcommand{\refname}{} does not remove "References"

If you are loading the package natbib, then

\renewcommand{\bibsection}{}

after \usepackage[<options>]{natbib} will get rid of the section automatically provided (and also of the blank space you'd get by only redefining \refname or \bibname).