The 10-nation bloc -- of which Myanmar is a member -- has led diplomatic efforts to end the chaos unleashed by last year's putsch.
In April 2021 it reached a "Five-Point Consensus" with the junta which calls for a cessation of violence and "constructive dialogue".
But violence has continued, with anti-junta groups clashing regularly with the military, which is accused of torching villages.
Divisions in ASEAN, long criticised as a toothless talking shop, have also complicated attempts to resolve the crisis, critics say.
Myanmar's junta-appointed foreign minister has not been invited to the bloc's foreign ministers' meeting next week, according to Cambodian state media.
Myanmar remains isolated on the international stage, with Cambodia's leader Hun Sen the only foreign head of state to visit since the putsch.
Since Myanmar's coup, more than 2,100 people have been killed in the military crackdown on dissent, according to a local monitoring group.