The protocol has a defined structure (check out 5.4.6 in [1]), and can therefore be detected and blocked. It's probably easier to block than a TLS VPN, which has a lot of typical TLS noise to hide in.

[1] https://www.wireguard.com/papers/wireguard.pdf