[UI Toolkit] Font does not work in UI toolkit

As you said in the documentation, the created asset (.fontsettings) only works for Legacy Text UI, doesn't work on Text Mesh Pro. However, when I use the asset in UI toolkit, it also doesn't work.
Is it intended? Or any suggestion to workaround this. 
Thanks