We study the evasion of US anti‐dumping duties by some Chinese exporters through trade rerouting via third countries or regions. Using detailed monthly trade data reported by China and the US Customs during the period of 2002–06, we find that US anti‐dumping actions against China lead to a stronger positive correlation between US imports from third countries and Chinese exports to the same third countries. Such a positive correlation is more pronounced for the products subject to anti‐dumping duties (treatment groups) than similar products not subject to these duties (control groups). The evidence is stronger for less‐differentiated products whose certificates of origins are easier to be modified and is stronger for third countries where the rerouting cost is low. These findings are consistent with a trade rerouting story, rather than a simple story of trade diversion (i.e., increase in some third countries' imports from China) and trade deflection (i.e., increase in some third‐country exports to the US). We also rule out other alternative stories, consider prior production in third countries and concurrent anti‐dumping actions against China or third countries, pay a particular attention to the many zero trade flows in the monthly level data and check the robustness to using an alternative control group and quarterly data, etc.