Connections use TLS
Immediately after the initial packet setting up a connection, the initiator sends a crypto frame that starts setting up the secure layer handshake. The security layer uses TLS 1.3 security.
There is no way to opt-out or avoid using TLS for a QUIC connection. The protocol is designed to be hard for middle-boxes to tamper with, in order to help prevent ossification of the protocol.