In the exported issue list excel file, I could not find following items.
Is there any way that I can join them into exported issue list excel file?
What you are really asking for is a way to display those in the Issue Navigator itself. This is currently not possible with JIRA on it's own. You would need to copy that info into a custom field, and then display that custom field. Take a look at: JIRA 5.2: How to show 'Resolved By', 'Closed By' and 'Closed date' columns on issue navigator for more info.
If you'd rather not add custom fields just for the sake of the export, you could also implement your export with the Better Excel Plugin for JIRA.
Instead of creating actual custom fields, you could write a simple Groovy script and implement a little tool class that returns the closed-by, resolved-by, etc. values directly from the issue. Then execute this script with the mt:execute tag and insert the values in the corresponding cells.
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