Intensity-duration-frequency (IDF) curves play a crucial role in urban infrastructure planning. Conventional IDF curves reply on the stationary assumption, which assumes the statistical characteristics of the future extreme rainfall will be identical to historical observations. Global warming, however, has changed the statistical behaviors of extreme rainfall, making conventional IDF curves inadequate for accurately representing future conditions. This study focuses on updating the IDF curves for Beijing-Tianjin-Hebei (BTH) region for future periods (2025–2049, 2050–2074, 2075–2099), using the ensemble simulations of 10 GCMs from NEX-GDDP CMIP6 for different scenarios. Gridded NEX-GDDP CMIP6 simulations were firstly spatially downscaled to station-scale, then the Quantile-Quantile-Mapping method was employed for future temporal downscaling and development of the IDF curves for the 30 BTH stations. In the baseline period, downscaled GCM-based quantiles align well with observations. In future periods, extreme precipitation in BTH region is projected to intensify, with updated IDF curves surpassing stationary ones. Across all scenarios, extreme precipitation intensity increases significantly, particularly for short-duration events with shorter return periods. Notably, under the SSP585 scenario, heavy precipitation in southeastern BTH may rise by over 60 % by century's end, highlighting the urgent need to update IDF curves for safer and sustainable development under a changing climate.