This review summarizes the classification and epidemiological characteristics of major oncogenic viruses, as well as emerging viruses such as severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), and provides an integrated framework for understanding, preventing, and treating virus-associated tumorigenesis.