Toss the arugula, walnuts, fennel, orange segments, pomegranate seeds and onions together in a large bowl.
Whisk together the Dijon, vinegar and orange juice in a small bowl. Whisk in the oil. Season with salt and pepper.
Drizzle the salad with the dressing to taste. Garnish with fennel fronds and serve immediately.