Cadmium (Cd) is one of the most serious global environmental pollutants, which inhibits plant growth and interferes with their physiological processes. However, there have been few studies on the involvement of long noncoding RNAs (lncRNAs) in Cd tolerance. In the present study, we identified the lncRNAs from Betula platyphylla (birch) that respond to Cd stress. Thirty lncRNAs that were differentially expressed under Cd treatment were identified, including 16 upregulated and 14 downregulated lncRNAs. Nine differentially regulated lncRNAs were selected for further characterization. These lncRNAs were transiently overexpressed in birch plants to determine their roles in Cd tolerance. Among them, two lncRNAs conferred Cd tolerance and two induced sensitivity to Cd stress. We further determined the Cd tolerance of four target genes of the lncRNAs involved in Cd tolerance, including l-lactate dehydrogenase A (LDHA),heat shock protein (HSP18.1), yellow stripe-like protein (YSL9), and H/ACA ribonucleoprotein complex subunit 2-like protein (HRCS2L). Among them, HSP18.1 and LDHA showed improved tolerance to Cd stress, whereas the other two genes did not appear to be involved in Cd tolerance. These results suggested that lncRNAs can up- or downregulate their target genes to improve Cd tolerance. These results increase our understanding of lncRNA-mediated Cd tolerance.