There's no direct connection from Cebu City to Bantayan. Still, you can take the machine to Hagnaya Port, San Remigio, walk to Hagnaya Port, San Remigio, or take the auto ferry to Bantayan. Alternately, you can take the hack to Hagnaya Port, and San Remigio also takes the auto ferry to Bantayan.