For running Celery workers that listen to other queues you need:
# to start a worker consuming from the low queue
celery worker -A invenio_app.celery -l INFO -Q low
# to start a worker consuming from both main/default and low priority queues
celery worker -A invenio_app.celery -l INFO -Q celery,low