Tag: graph reasoning
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GraphScout: Boost LLMs with Intrinsic Graph Exploration
Discover GraphScout, a framework enhancing large language models with intrinsic exploration for superior agentic graph reasoning and cross-domain performan...
Inductive Reasoning for Temporal Knowledge Graphs with New Entities
Discover TransFIR, a novel framework improving inductive reasoning in temporal knowledge graphs by handling emerging entities with transferable patterns.
CID-TKG: Advanced Temporal Knowledge Graph Reasoning Model
Discover CID-TKG, a novel framework integrating historical invariance and evolutionary dynamics for superior temporal knowledge graph reasoning.
Semantic-Topological Graph Reasoning for Pulmonary Screening
Discover the STGR framework that enhances language-guided pulmonary screening with advanced graph reasoning and minimal fine-tuning for accurate diagnosis.