Thanks the Video How to Download Cheat Engine 7.2 without the suspicious installer
Seems innoextract is no longer work since Cheat Engine 7.2.
Fortunately, I found that it's still working for Patreon version.
Download Patreon version CE from here.
Extar the innoextract and get the
CheatEngine74P.exe in same folder。
Now, you will see the app folder.