Hours earlier, Modi received Putin at the airport in Delhi, a rare gesture underlining the warm ties between the leaders.
Over the weekend, two Indian government sources told Reuters that India will keep purchasing oil from Russia despite Trump's threats.
China's Foreign Minister Wang Yi is also expected to join talks from Thursday, but it was unclear if Rubio would meet with him.