He was hanged Thursday night.
Criticising the "criminal silence" of Pakistan government, Geelani said it has proved that they are "extremely ungrateful."
The Hurriyat leader condemned the execution of Qadir and termed it a heinous murder.
"It was politically motivated and against all norms. Qadir and other Islamist leaders were executed on fictitious charges," he added.