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Pt nanocatalysts loaded on reduced graphene oxide (Pt/RGO) were prepared via a convenient microwave-assisted reduction approach with ethylene glycol as reductant.The conversion of cellulose or cellobiose into sorbitol was used as application reaction to investigate the catalytic performance of Pt/RGO catalysts.