Hello Yuan,
Thank you for trying it for me. I am using some pdf, excel, doc, docx. I am getting these libraries from different site cllections. I used <%FilePath%>. in the name column , whenever I click on the Name column it takes me to the home page but not to the source document. I tried this even in the same site collection with different document libraries. I am using Explict option in display properties window. Is there any issue with it. Please let me know your ideas on it.
Regards,
Priyasaki