Guo, who is living in New York, has been using social media to make a series of incendiary, though mostly unverifiable, claims of corruption in the top levels of the Chinese government.
His campaign has been timed for maximum impact ahead of this month's critical congress of China's ruling Communist Party, which is held only once every five years.
