Yes, you can display and hide the ads for specific devices ( Mobile and Desktop ).
Navigate to WB Ads >> Add new Ad, Scroll down and go to the section “To Whom“. Here you can manage the setting
Can I display the ad on mobile devices only?
Update on May 23, 2022