Sauté shrimp and walnuts in hot oil until shrimp turns pink. Remove from pan; keep warm.
Add remaining ingredients to pan. Stir and cook 3 to 4 minutes until liquid is absorbed.
Add shrimp and walnuts and serve immediately.