Investigating genome-wide variation patterns along a speciation continuum is of central importance to understand the evolutionary processes contributing to lineage diversification. To identify which forces have shaped the genomic landscapes in Populus, we resequenced 201 whole-genomes from eight closely related species, with pairs of species at different stages along the speciation continuum. Using population structure and identity by descent analyses, we show extensive introgression between some species pairs, especially those with parapatric distributions. Inference of historical changes in effective population sizes support species-specific demographic trajectories, including recent population expansions in species characterized by broad present-day distributions. We observe highly conserved genomic landscapes, either focusing on within-species (genetic diversity: π and recombination rate: ρ) or among-species variation (relative divergence: FST and absolute divergence: DXY ). Independent of the stage across the divergence continuum, we recovered positive correlations between the pair π and ρ and the pair DXY and ρ across all species pairs, which is consistent with a substantial contribution of linked selection in shaping these genomic landscapes. However, the positive correlations between π and DXY became weaker as the overall divergence level (da) increased, suggesting that background selection is not the only factor at play. Positive correlations between FST and DXY in all species pairs, regardless of the rate of gene flow, also indicates the high FST could be due to divergent sorting of ancient polymorphism before speciation. Our study showcases the importance of investigating genomic patterns on multiple species across the speciation continuum to better understand the genomic landscapes of diversity and differentiation.