It accused Ms Pelosi, the most senior US politician in 25 years to visit the island China claims as its own, of "playing with fire".
"Those who play with fire will perish by it," Beijing warned in a statement.
Ms Pelosi said her visit "honours America's unwavering commitment to supporting Taiwan's vibrant democracy" and did not contradict US policy.
