QI declare an attack on a reserved enemy follower with a Forest Bat that has Rush and Assail from this follower's passive ability. If my opponent destroys this follower at Quick timing, causing my Forest Bat to lose Assail, does the attack still go through?

AYes, the attack goes through on the original target.