"We never had any thought about joining the Narendra Modi-led NDA Government at the Centre. These (such reports) are all baseless rumours. So far there is no such intention to join the NDA government," Reddy told reporters.
Replying to a query, he said that the Centre should always support state governments regardless of the political party in power.
Earlier, Union minister M Venkaiah Naidu had also denied reports that the TRS held talks with top BJP leaders about joining the NDA government.