If you can see the AP named "yeelink-light-bslamp***" after reset means wifi module is working.
Have you tried to connect by Mi Home app?
You can not see your lamp in your router's DHCP list, right? How about using hot spot?
When you use another mobile phone as hot spot, did the bedside lamp connect to your phone successfully?