I've never used Coinomi, but it seems reputable.

As far as using it for an ICO, that sort of depends. If you have to set a higher gas limit or add transaction data and the wallet doesn't support that, then you can't use that application for the ICO. Most ICOs will require these things. I use MyEtherWallet on an offline bootable USB to sign all of my transactions, both normal and ICOs.