SemFuse: Aligning LLM Semantics with Graph Topology for Heterophilic Learning. - Zuoxiang Zhao; Shuhan Song; Yuan Zhang; Xiping Liu; Da Wang; Huawei Cao (DASFAA (5), 2026)