The two sides were supposed to be meeting on Friday for the first time since pro-democracy protests erupted in late September.
But on Thursday the government said it would be be "impossible to have a constructive dialogue".
Protester numbers have fallen dramatically in recent days.
Last week thousands of demonstrators from both student groups and the wider pro-democracy Occupy Central movement paralysed parts of the city.
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