The rational design of heterostructures to simultaneously optimize local environments and electronic configurations in electrocatalysts represents a promising strategy for enhancing hydrogen oxidation (HOR) and evolution (HER) reactions, crucial for advancing next-generation anion exchange membrane fuel cells and water electrolyzers. Herein, we report a novel Rusp/TiO2–x-CeO2–x electrocatalyst with a triple-interface structure, where Ru species are anchored on the surface of both TiO2–x and CeO2–x. This engineered Rusp/TiO2–x-CeO2–x exhibits exceptional hydrogen energy conversion in the alkaline solution, significantly outperforming Pt/C. Specifically, the HOR mass activity reaches up to 4978 A/gRu, which is 16 times that of Pt/C (310 A/gPt). Meanwhile, the HER overpotential at 10 mA/cm2 is only 21 mV, 37 mV lower than that of Pt/C. More importantly, the Rusp/TiO2–x-CeO2–x demonstrates excellent anti-oxidation ability, maintaining activity even at potentials as high as 1.2 V vs. RHE. Through comprehensive characterization combining electrochemical results, density functional theory (DFT) calculations, in situ Raman spectroscopy, and in situ attenuated total reflection surface-enhanced infrared absorption spectroscopy (ATR-SEIRAS), we elucidate the dual synergistic effects governing the superior performance: (i) the electron-rich Ru centers induced by TiO2–x-CeO2–x hybridization effectively weaken adsorption energetics of key intermediates (Had, OHad, COad); and (ii) the unique metal-support interaction creates a local acid environment, which promotes the transport of intermediate species.
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