Hi Zhipeng Chen
I am Dave, I will help you with this.
Close Edge, then click your Start Button and just type cmd
On the resulting list, right click Command Prompt and select 'Run as Administrator'
Paste this into Command Prompt and press Enter
start msedge --disable-extensions
Wait for Edge to open, does that also take 2 minutes to open or does it open Edge quicker?