VS Code Explorer Ctrl + Shift + E
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Setup Dev. Env./Ubuntu
Run ibus-setup in the terminal. ibus-setup A GUI dialog will open. Go to the 'Emoji' tab --> Ellipsis(...) buttton --> Delete --> OK. That's it. Works for me on Ubuntu 20.04.