Use two &'s, when the UseMnemonic property is true:
Hello && World!
-> Hello & World!
If, however, UseMnemonic is false, then:
Hello && World!
-> Hello && World!
The choice is yours :-)
Note: this behavior has nothing to do with C# string escaping. It is just how the control renders the supplied string and applies a specified mnemonic.