Welcome to :qiime2: @hjeong1!
Aside from the content outlined here:
I've often made use of qiime2R and then feed the phyloseq object to phyloseq2lefse.R. You'll have to perform some minor edits to the resulting table, e.g. move excess rows of metadata. But I've used this approach several times quite successfully.
-Best