I suddenly know how to fix this. Just download the Quality check plugin and choose Fix ASIN for Kindle Fire before using the plugin. Everything works well. Thank @xxyzz for such a great plugin
P/s: Maybe the reason is because I convert the ebook from another format to azw3 before using the plugin...