Early Plant Pest Detection and Surveillance Improvement Act - Directs the Secretary of Agriculture to enter into a cooperative agreement with any state department of agriculture that agrees to conduct early plant pest detection surveillance activities, including inspection and surveillance of domestic plant shipments between a state and other states.