Combine first 4 ingredients with 3 Tbsp olive oil.
Saute shallot and garlic in remaining 2 Tbsp olive oil in a large skillet over medium-high heat 3 minutes or until tender and beginning to brown. Stir in walnuts, next 3 ingredients, and lemon juice mixture. Cook, stirring constantly, 2 minutes or until thoroughly heated.