Yes.... It's different.
Kerala food uses mostly coconut oil which gives it unique taste.
In Tamilnadu, other oils are also used - sometimes peanut oil/sunflower oil/safflower oil/ nowadays rice bran oil.
Some dishes like avial & payasam are common but methods of preparation may vary