I think I have find the root of this problem. It is all about the New API structure. Endnote X8 and X7.7.1 use the New API structure to adapt its PubMed.
So, we just use the version under X7.7.1, then we will not meet this problem again. I am using the X7.7, and do not crash anymore.
I hope this will help.