Furfural represents one of the most valuable biomass-derived platform molecules. Its selective production with a smart and tractable catalytic system is highly attractive for technical implementation, yet remains challenging. We herein report a promising protocol involving the mature Hβ zeolites in pure 1,4-dioxane to convert hemicellulose-related sugars into furfural with high rate and impressive selectivity under mild operating conditions. Furfural yields as high as 93.6% (from xylose) and 85.9% (from xylan) were accomplished at 140 °C in 40 min. The solvent 1,4-dioxane served as a shield to maintain the crystal structure and acidic center of Hβ as well as to inhibit the polymerization of furfural. The synergistic action of Hβ with 1,4dioxane largely promoted the selective conversion of xylose to furfural, as the multiple immobilized acid sites of Hβ in 1,4-dioxane medium accelerated xylose-to-xylulose isomerization. The dehydration process was favorable based on its apparent activation energy of 39.1 kJ mol −1 , leading to a high turnover frequency of 53.8 h −1 . Density functional theory calculations revealed that the superior catalytic behavior could be ascribed to the higher adsorption of xylose than 1,4-dioxane, allowing xylose molecules to fully access the open Al sites of Hβ and the low Gibbs free energy barrier of xylose isomerization to xylulose in 1,4-dioxane over the Hβ catalyst. Moreover, the heterogeneous zeolite catalyst and the single low-boiling-point solvent 1,4-dioxane (101 °C) were readily recovered from the product with outstanding reusability. This contribution not only opens a high potential avenue for the selective production of furfural but also sheds light on the coordination mechanism of Hβ zeolite and 1,4-dioxane toward developing tailored processes.