Put the walnuts in a food processor and pulse until finely ground. Add the arugula, garlic, orange zest, thyme and 1/4 teaspoon salt and pulse until finely chopped.
Add the Grana Padano and pulse to combine. With the motor running, slowly pour in the oil and process until combined.
Transfer to a bowl and stir in the sun-dried tomatoes.