Adoptive immunotherapy against viral infections is a promising treatment option for patients after hematopoietic stem cell transplantation. However, the generation of virus-specific T cells is either cost-intensive or time-consuming. We developed the first GMP-compliant protocol to generate donor-derived adenovirus (HAdV), cytomegalovirus, and Epstein-Barr virus-specific T-cell lines (TCLs) within 12 days by the use of overlapping polypeptides derived from different viruses in combination with IL-15. Two patients after undergoing haploidentical hematopoietic stem cell transplantation with HAdV viremia displaying rising viral loads despite treatment with cidofovir received 1×10 donor-derived short-term expanded HAdV-specific TCLs per kg body weight. In both patients, HAdV-specific T cells could be detected by IFN-γ-ELISpot 30 and 22 days postinfusion, and resulted in complete clearance or >1.5 log reduction of viral load within 15 and 18 days, respectively. This protocol facilitates rapid and cost-effective generation of virus-specific TCLs, which appear to provide an effective treatment option.