Back to the Beginning of Heuristic Design: Bridging Code and Knowledge with LLMs. - Nguyen Viet Tuan Kiet; Bui Dinh Pham; Dao Van Tung; Tran Cong Dao; Huynh Thi Thanh Binh (CoRR, 2026)