Zhigang Hua

发表论文 24 篇 · 总被引 395 次 · h-index 6

代表论文

• Retrieval-Augmented Generation with Graphs (GraphRAG) (2024 · arXiv.org · 被引 279)
• RAG vs. GraphRAG: A Systematic Evaluation and Key Insights (2025 · Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2 · 被引 98)
• VCR-Graphormer: A Mini-batch Graph Transformer via Virtual Connections (2024 · International Conference on Learning Representations · 被引 54)
• Learning Graph Quantized Tokenizers (2024 · International Conference on Learning Representations · 被引 23)
• CoFiRec: Coarse-to-Fine Tokenization for Generative Recommendation (2025 · arXiv.org · 被引 18)
• Unified Semantic and ID Representation Learning for Deep Recommenders (2025 · arXiv.org · 被引 18)