W-based hybrid nanocrystals (HNCs) were synthesized under moderate conditions.
The HNC-derived catalysts had active phases with smaller size and higher stacking.
NiO loading optimization can further tune the size and morphology of active phases.
HNC-derived NiW catalysts with optimized NiO loading showed superior HDS selectivity.