What if we forget to claim tax refund at Shanghai? Can I claim it during next trip?

You may look over your refund form. If there is no state saying that it can only be drawn back in Shanghai, you can do it in any bank in your country, that provides drawback service. Or, you may need to take the receipt back to Shanghai recently to deal with the procedure.