If your iCloud photos are disappearing, then the most likely reason is that you have signed in to a different iCloud account from other devices. If this is the situation, you are just required to navigate to Settings >> [your name]. Now, scroll down and log out of the present account. Now, sign in to the correct iCloud account and you will see your pics.