Reducing nitroarenes to the appropriate amines is a major chemical reaction in all industrial and environmental perspectives. In this work, a novel palladium (II) Schiff/base complex supported on graphene oxide (GO) was synthesized via a coordination interaction as an efficient heterogeneous catalyst. GO was functionalized with 3-aminopropyltriethoxysilane (3-APTES) by the condensation reaction, and then the imidazolium Schiff base ligand was fabricated from the reaction of 5-(1-methylimidazolium)-vanillyl chloride. The synthesized materials were characterized by various techniques including Raman spectroscopy, FTIR, XRD, elementary analysis, TGA, SEM, and TEM. The as-prepared heterogeneous catalyst was applied in the catalytic reduction of nitrobenzene using NaBH4 in aqueous media. The results exhibited excellent catalytic performance and the reaction kinetics followed a pseudo-first-order with rate constant equals to 0.321 min-1. The catalyst was recovered and recycled with high durability even for four catalytic cycles. GO-supported Pd(II) Schiff / base complex is potentially appealing to heterogeneous catalysts for the hydrogenation process.