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Summary: Perennial trees in boreal and temperate regions undergo growth cessation and bud set under short photoperiods, which are regulated by phytochrome B (phyB) photoreceptors and PHYTOCHROME INTERACTING FACTOR 8 (PIF8) proteins. However, the direct signaling components downstream of the phyB‐PIF8 module remain unclear.We found that short photoperiods suppressed the expression of miR156, while upregulated the expression of miR156‐targeted SQUAMOSA‐PROMOTER BINDING PROTEIN‐LIKE 16 (SPL16) and SPL23 in leaves and shoot apices of Populus trees. Accordingly, either overexpression of MIR156a/c or mutagenesis of SPL16/23 resulted in the attenuation of growth cessation and bud set under short days (SD), whereas overexpression of SPL16 and SPL23 conferred early growth cessation.We further showed that SPL16 and SPL23 directly suppressed FLOWERING LOCUS T2 (FT2) expression while promoted BRANCHED1 (BRC1.1 and BRC1.2) expression. Moreover, we revealed that PIF8.1/8.2, positive regulators of growth cessation, directly bound to promoters of MIR156a and MIR156c and inhibited their expression to modulate downstream pathways.Our results reveal a connection between the phyB‐PIF8 module‐mediated photoperiod perception and the miR156‐SPL16/23‐FT2/BRC1 regulatory cascades in SD‐induced growth cessation. Our study provides insights into the rewiring of a conserved miR156‐SPL module in the regulation of seasonal growth in Populus trees. [ABSTRACT FROM AUTHOR]