The leader, who was ousted and forced into exile in 1986, died in the US in 1989. He had been embalmed and on display in his home city of Batac.
His burial follows a decision by the Supreme Court to allow him to be moved to the cemetery.
There have been protests against honouring a man blamed for thousands of killings, tortures and abductions.
