Received a solution from a community member of VMTN. And it works:
If you want to change Workstation UI to English, you can open Windows Control Panel, open "Regional and Language", and change format to "English (United State)". Workstation will display in English.
He also mentions the l10n process is not finished yet. So I guess it might be better for people like me to report them after the final release.