Here are some tips for reduce your load times:
Consider implementing a content delivery network
Implement new image formats to reduce the size of your images
Cache, cache, cache
Evaluate your plugins
Combine images into CSS sprites
Enable HTTP keep-alive response headers
Enable compression.