Polaritons, originating from the interactions between photons and material excitations, have attracted significant attention due tobecause of their strong field compression and deeply subdiffractional scales.Towards For practical implementationapplications, it is crucial to manipulate polaritons efficiently, which but doing so has remainsned challenging because of the relatively poor tunability of traditional polaritonic media. Fortunately, polaritons emerging fromhosted by van der Waals (vdW) materials in the past decade offer unprecedentedallow for new opportunities to tackle this difficulty. Here weWe review the state -of -the -art advancements in the manipulation of polaritons at the extreme scale in vdW materials, arranged by their working mechanisms. Benefiting from the vast large and expanding catalogue of vdW materials and associated architectures and techniques, more accessible manipulation strategies are expected, not only offering the control of light at the nanoscale with novel new degrees of freedom, but also shedding new light onoffering insight into nanophotonics, meta-optics, topological physics, and quantum materials.