Currently,the performance improvement for inverted perovskite solar cells (PVSCs) is mainly limited by the high open circuit voltage (V OC)l oss caused by detrimental nonradiative recombination (NRR) processes.H erein, we report as imple and efficient wayt os imultaneously reduce the NRR processes inside perovskites and at the interface by rationally designing an ew pyridine-based polymer hole-transporting material (HTM), PPY2,w hiche xhibits suitable energy levels with perovskites,high hole mobility,effective passivation of the uncoordinated Pb 2+ and iodide defects,aswell as the capability of promoting the formation of high-quality polycrystalline perovskite films.I na bsence of any dopants,t he inverted PVSCs using PPY2 as the HTM deliver an encouraging PCE up to 22.41 %w ith as mall V OC loss (0.40 V), among the best device performances for inverted PVSCs reported so far. Furthermore, PPY2-based unencapsulated devices showa n excellent long-term photostability,a nd over 97 %o fits initial PCE can be maintained after one sun constant illumination for 500 h.