Thanks for your response, I appreciate.
I have restarted the Sharepoint server few times but not changes.
I logged in through SharePoint Designer, I saw the XSN file checked out, I checked in but it's showing the same error.
I rename the InfoPath file and tried to publish with another but still showing the .xsn file has been checked out by unknow.
Unfortunately I'm the one standing for the SharePoint Admin.