Need help withdrawing XRP

I'm trying to withdraw from an exchange but it says the address is invalid. I got the address from my hardware wallet so I doubt that. I tried with and without a memo, and I also tried checking the box that says that "I don't need a memo". I managed to withdraw my other coins so the exchange does not seem to be malicious. Anybody know what's going on?