Shape　memory　cryogels　hold　immense　promise　for　non-compressible　hemostasis　due　to　their　shape　recovery　after　contacting　with　blood.　However,　there　is　still　a　lack　of　an　easy　way　to　accelerate　the　shape-recovery　speed　which　is　highly　associated　with　its　performance.　Meanwhile,　the　incorporation　of　extra　pro-coagulation　mechanisms　will　further　improve　the　hemostatic　efficacy.　Herein,　surfactant-stabilized　bubbles　are　used　to　improve　the　shape-recovery　speed　of　cryogels　(GHP)　through　the　modulation　of　porosity　and　pore　size　based　on　the　capillary　action.　Additionally,　2D　nanosheet　vermiculite　(VMT)　is　fabricated　and　incorporated　into　the　system　to　get　VMT@GHP　cryogels.　Remarkably,　VMT@GHP　exhibits　a　fast　shape　recovery　speed　(1.3　+/-　0.3　s　in　the　blood)　among　reported　hemostats　and　the　ability　to　promote　blood　coagulation.　Animal　studies　show　that　VMT@GHP　significantly　accelerates　the　hemostasis　in　both　rat　and　pig　models,　even　in　heparinized　situations.　In　summary,　VMT@GHP　represents　a　highly　effective　solution　for　non-compressible　hemorrhage　control,　with　promising　prospects　for　clinical　translation.