You may be impacted by this bug [url]https://bugs.launchpad.net/percona-xtrabackup/+bug/1472485[/url]
However, I don’t see any issues deleting .qp (qpress) files manually and I don’t think it will cause any problem on running instance. On safe side, you may better to restore on some test machine and try to remove on fly.