Heat garlic oil in a nonstick skillet.
Add onion and garlic and saute until onions are golden.
Mix all other ingredients (except walnut oil) together in a bowl.
Add onions and garlic and shape into eight balls.
Flatten balls into patties.
Heat walnut oil in skillet and saute patties until brown on both sides.