The fusion virus-like particle contains protein capable of forming virus-like particle as carrier and fused protective target virus antigen. Specifically, human hepatitis B virus core antigen forming virus-like particle is used as the carrier, and protective target virus antigen gene segment is fused in to form fused virus-like particle, which is further mixed with adjuvant, if any, to form vaccine. The target antigen may display its surface to produce relatively high B cell activity and stimulate T cell to produce protective immunity. During use, the vaccine may be made to enter body via injection, spraying, oral taking, dropping to nose or eye, penetration, absorption or physical and chemical mediation.