SARS, another corona virus immunity lasts for 3-4 years on average with some cases up to 11 years. So it wouldn't be surprising at all with at least 1-3 years of immunity for people who had more serious infections.
I think this is the study they might have been referring to? And this is antibodies, not the memory cells mentioned above.