Any process that stops, prevents, or reduces the frequency, rate or extent of blood vessel endothelial cell differentiation. [ GOC:rph GOC:BHF http://www.ncbi.nlm.nih.gov/pubmed/23072816 GOC:BHF_miRNA ]