Efficient and Generalized Approach for Entity Alignment Decoding Using Gradient Flow of Dirichlet Energy

A novel decoding approach, Triple Feature Propagation (TFP), that reconstructs entity embeddings by minimizing Dirichlet energy to maximize graph homophily, enabling efficient and generalized entity alignment across various graph encoder types.