Uniindia: Thiruvananthapuram, Jan 14 (UNI) Opposition Congress-led United Democratic Front (UDF) on Thursday staged a walkout from Kerala Assembly in protest against denial of an adjournment motion on the controversial diplomatic baggage gold smuggling case.