Scott Morrison has declined an offer from Anthony Albanese to accompany him to the funeral of former Japanese Prime Minister Shinzō Abe later this month.

Former Labor prime ministers Kevin Rudd and Julia Gillard, whose own period in office coincided with Mr Abe’s long tenure, have also declined.