It's possible to enable the option where only searched data will be downloaded for PO product wise report and Invoice report.
For the PO- Setup > Report Tab> Backend Excel Download Visible in Po Product Wise Report ?
For the Invoice- Setup > Report Tab> Backend Excel Download Visible in Invoice Report ?