Kai Guo

发表论文 14 篇 · 总被引 317 次 · h-index 4

代表论文

• Retrieval-Augmented Generation with Graphs (GraphRAG) (2024 · arXiv.org · 被引 276)
• 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)
• Empowering GraphRAG with Knowledge Filtering and Integration (2025 · Conference on Empirical Methods in Natural Language Processing · 被引 27)
• Aligning large language models and geometric deep models for protein representation (2024 · Patterns · 被引 8)
• Reasoning by Exploration: A Unified Approach to Retrieval and Generation over Graphs (2025 · The Web Conference · 被引 6)
• Beyond Static Retrieval: Opportunities and Pitfalls of Iterative Retrieval in GraphRAG (2025 · arXiv.org · 被引 3)