1 Force quit the app (double tap home button, then swipe up on Telegram), then relaunch and check if it helped.
2 If that doesn't help, temporarily change the name of the contact in phone contacts (add a few symbols, then change back again).
3 If that doesn’t work, re-login: Settings > Edit > Log Out. Remember that logging out kills all your Secret Chats. Then log in again.