Found this KB https://kb.juniper.net/InfoCenter/index?page=content&id=KB9488&actp=METADATA.
At step 4. The VPN become stable after disabled Monitor.
If I am not go to ask the ISP (or they don't tell me the truth). Is there anyway I can proof that the ISP did block ESP traffic?