I’m not sure, how to pre-process your data as it seems you just have ids as your input.
Also, do you want to use the latent vector of your autoencoder for classification?
Do you have a starter code or do you need one?
Also, just to be clear on the problem: is your use case about multi-class or multi-label classification?