Yes, You can leave your dehumidifier on all night. Be aware that the machine will always make noise while it is running. We recommend running the dehumidifier from early morning through late evening. Then you can shut it off.
You look for a quieter model which will not disrupt your sleep.
Check out our best pick dehumidifier Whynter AC 12000 BTU.