@Di Liu ,
I agree with them, it's hard to troubleshoot this issue without your example document.
I'd like to suggest you go to References > Insert Caption > check whether there is the previous label in the drop down list.
If not, please back up the document first, then click New Label > Enter the new label as previous one > OK, then check this issue.
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