Partitioning doesn't create a new table. There is still one table with many partitions. Auto increment unique value keeps it functionality. Data grouped in partitions by date field that you choose to create partitions with.
Take a look at this : http://dev.mysql.com/tech-resources/articles/mysql_55_partitioning.html