The US official is also expected to hold a meeting with other high-ranking officials while in Taiwan and leave the island on Wednesday, the newspaper said.
The Taiwanese foreign ministry has not confirmed these plans yet, the news outlet added.
The House speaker has embarked on a trip to the Indo-Pacific which includes visits to Japan, Malaysia, Singapore and South Korea. Pelosi did not mention if Taiwan is on her schedule, amid escalating tensions between China and the US. Beijing has previously issued several warnings, saying that a trip to Taiwan would be a violation of the One China policy.
At the same time, China's People's Liberation Army started military drills on Saturday, conducting a firing exercise in the southeastern province of Fujian across the strait from Taiwan and closing the designated maritime area.