Schedule and hold a meeting with them and ask them why they have missed/been late to meetings; document this; advise them that they may be disciplined if this continues; monitor their comings and goings; schedule follow-up meetings with them
In a pre-scheduled meeting, advise them that they can no longer miss or be late to meetings and outline the repercussions