Toss asparagus spears in a wide bowl with garlic, salt & pepper, oil, and vinegar.
Arrange mixture in a single layer on a parchment-lined baking sheet and sprinkle on sesame seeds. Roast at 400° for 20-25 minutes or until softened and browned. Serve hot.