The aim of this study was to investigate the occurrence and severity of chemotherapy plus donor lymphocyte infusion (Chemo-DLI)-associated chronic graft-versus-host disease (cGVHD) in a consecutive cohort of patients with acute leukemia who experienced relapse after allogeneic hematopoietic stem cell transplantation (n = 104). The 5-year cumulative incidence of complete remission after Chemo-DLI was 81.0% (95% CI, 73.3% to 88.7%) and 84.6% (95% CI, 74.5% to 94.7%) in the moderate and severe cGVHD groups, respectively, which was significantly higher than that of the mild cGVHD group at 40.9% (95% CI, 29.3% to 52.5%) and non-cGVHD group at 29.2% (95% CI 23.1% to 35.3%). The cumulative incidence of nonrelapse mortality was comparable between patients with and without cGVHD. The 5-year probabilities of progression-free survival after Chemo-DLI were 42.9% (95% CI, 26.2% to 70.2%) and 34.6% (95% CI, 15.3% to 78.2%) in the moderate and severe cGVHD groups, respectively, which were both significantly higher than those of the mild cGVHD group at 9.1% (95% CI, 2.4% to 34.1%) and non-cGVHD group at 8.3% (95% CI 3.3% to 21.3%). The 5-year probabilities of overall survival after Chemo-DLI were 56.7% (95% CI, 38.9% to 82.7%) and 43.1% (95% CI, 22.1% to 84.0%) in the moderate and severe cGVHD groups, respectively, which were both significantly higher than those of the mild cGVHD group at 9.1% (95% CI 1.8% to 47.1%) and non-cGVHD group at 14.9% (95% CI, 7.3% to 30.2%). Our observations highlight the close relationship between cGVHD and immune-mediated graft-versus-leukemia (GVL) effect in patients with relapse receiving Chemo-DLI; however, mild cGVHD may not be associated with a sufficiently strong GVL effect to induce remission and improve survival.