I think I have found the culprit.
I tested using Arrow Launcher by Microsoft and the issue is also showing.
But I notice that if I disable the “double tap to turn off screen feature” INSIDE the app (not in phone setting) the issue will not show. Same for Smart Launcher.
Seems there's an issue...