Have you check the install instructions for IJulia? There are some notes on stuff you should think of when using separate jupyter installations (not sure if you do this?) or if you update Julia/IJulia.
Maybe just try to reinstall or rebuild IJulia, and make sure the kernelspec is appropriately updated?