It is their first meeting since Biden became president and the summit is being closely watched.
A smaller, first round of talks has finished and an expanded second round is now underway.
Tensions are high on a number of issues, from alleged Russian cyber attacks to Russia's role in Ukraine.
Putin has said US-Russian relations are at their "lowest point in recent years"
The two are scheduled to hold separate press conferences after their talks.