But conv2 is not defined for symbolic input. It was not written for that purpose. Just wanting software to do what you want is rarely going to work. I suppose that is one reason why they have documentation. :)
A convolution is just an integral. You will need to write as such, although the desired integral may or may not have a symbolic solution.