作者位次 #2/8NeurIPS 2026Poster
Uncovering Semantic Hierarchies in Text-Attributed Graphs via Variational EM-based LLM–GNN Synergy
Yunhui Liu · Xudong Jin · Qizhuo Xie · Chunhui Zhao · Xiao Luo · Tao Zheng · Bin Chong · Tieke He
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Yunhui Liu · Xudong Jin · Qizhuo Xie · Chunhui Zhao · Xiao Luo · Tao Zheng · Bin Chong · Tieke He
Qizhuo Xie · Yunhui Liu · Yu Xing · Qianzi Hou · Xudong Jin · Tao Zheng · Tieke He
Large Language Models (LLMs) have shown immense potential in Knowledge Graph Completion (KGC), yet bridging the modality gap between continuous graph embeddings and discrete LLM tokens remains a critical challenge. While recent quantization-based approaches attempt to align these modalities, they...