There is a folder under the MovableType installation. It is used to store the files uploaded. The default is assets_c. Because of I manually setup the .htaccess file to convert all underscore(_) to dash(-). The link or file under assets_c will be redir to assets-c. And got the 404 error. So I changed Assets Directory.