2 ways to handle this. If you have ajungler hit by teemos global passive, play safe, farm with E (and max E for this purpose, 2 lvls in q for the run time). Start dorans, and dont take unnecessary poke. ABUSE THE BUSHES.
When your jg comes to gank, he most likely dies. Build adaptive helm, and laugh at his damage. You outscale increadibly, and once you get a damage item, will spin him to death. Unless ahead, he cant push into you post 11
Second way, take predator, and ignite. Start boots and 4 pots. Trade agressively. Hope that jg is interested in teemo. Otherwise look for a chance to all in either after first back, whenevver he is low, or when you hit 6 (hp allowing). When you all in, predator and Q when closing (rocket like move speed), he will blind, DO NOT HIT HIM, start spinning (goes through blind), if you can, w his blind, when spin runs out, you wont be blind, q goes off, and you can ulti (ignite if needed).