Wu was married to former Mediacorp actress Wong Li Lin and they have a daughter Sage and son Jonas.
Wu menikah dengan mantan aktris Mediacorp Wong Li-Lin dan mereka memiliki anak perempuan Sage dan anak laki-laki Jonas.