You need to treat them as though they are not house trained. I do not believe they will stop this behaviour on their own with neutering, but if you go back to basics and house train them, you will likely be successful.
Clean each and every mess up then use an enzymatic cleaner or vinegar to reduce the likelihood that they can still smell the urine and they are more apt to stop.
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