Panghal had earlier defeated Paalam in the Asian Games semifinals last year.
In the last-four stage, the Haryana-pugilist will be up against Kazakhstan's Saken Bibossinov, who stunned Armenia's European gold-medallist and sixth seed Artur Hovhannisyan