We report on a novel strategy for treating liver fibrosis through reprogramming activated Hepatic Stellate Cells (aHSCs) into quiescent Hepatic Stellate Cells (qHSCs) using siRNA-loaded lipid nanoparticles (LNPs). The in vivo screening of an array of molecularly-diverse ionizable lipids identified two candidates, CL15A6 and CL15H6, with a high siRNA delivery efficiency to aHSCs. Optimization of the composition and physico-chemical properties of the LNPs enabled the ligand-free, selective, and potent siRNA delivery to aHSCs post intravenous administration, with a median effective siRNA dose (ED50) as low as 0.08 mg/Kg. The biosafety of the LNPs was confirmed by escalating the dose to 50-fold higher than the ED50 or by chronic administration. The recruitment of the novel LNPs for the simultaneous knockdown of Hedgehog (Hh) and Transforming Growth Factor Beta 1 (TGF & beta;1) signaling pathways using an siRNA cocktail enabled the reversal of liver fibrosis and the restoration of the normal liver function in mice. Analysis of the key transcription factors in aHSCs suggested that the reprogramming of aHSCs into qHSCs mediated the therapeutic outcomes. The scalable ligand-free platform developed in this study as well as the novel therapeutic strategy reported herein are promising for clinical translation.