Hi Xinguang,
I cannot reproduce the problem you are facing.
The write command I use to set the device in LPOFF_AUTO_WU is 0xAB4D:

As you can notice, the RST pin is properly asserted low.
Then when I read the Mode register (0x2A00) I get:

... which indicates the device is back in the INIT mode resuming from LPOFF_AUTO_WU mode.
Are you using the same commands? Can you please post here your measurements?
Best regards,
Tomas