Place the potatoes in the bowl of your slow cooker. Pour in the milk, cover and cook until fork tender, on low for about 6 to 8 hours or on high for about 3 to 4 hours.
Once soft, add the butter, salt and pepper, and mash until smooth. Stir in the corn and green chilies. Keep warm in slow cooker until ready to serve.