This study observed the variation in polyethylene hydrogenolysis reactivity with Ru size. On nanosheet-assembled Al2O3 (NA-Al2O3), Ru formed Ru–Al bonds, resulting in high dispersion and small size. The 1Ru/NA-Al2O3 catalyst achieved optimal Ru structure, showing the highest PE conversion rate and liquid/wax production.