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cs.LG2026

THGFM: Dual-Branch Temporal Heterogeneous Graph Fusion Model

Yixin Peng, Diego Collarana, Er Jin +1

The paper introduces THGFM, a dual-branch graph transformer model that jointly handles structural heterogeneity and temporal dynamics in heterogeneous graphs using shared and speci…