Hello @yhuizhen,
Yes, lots of other people have also had this problem, but the good news is that the cutadapt plugin now supports mixed orientation reads!
Adding --p-mixed-orientation to your qiime cutadapt demux-paired command should allow you to import these reads as shown in the cutadapt tutorial.
Let us know if you have any questions!
Colin