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1. Awesome-LLM-KG Awesome-LLM-KG Public

   Awesome papers about unifying LLMs and KGs

   2.5k 176

2. gfm-rag gfm-rag Public

   [NeurIPS'25] Graph Foundation Model for Retrieval Augmented Generation

   Python 196 23

3. reasoning-on-graphs reasoning-on-graphs Public

   Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"

   Python 481 58

4. graph-constrained-reasoning graph-constrained-reasoning Public

   Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models".

   Python 218 24

5. ChatRule ChatRule Public

   Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning with 1 dollar.

   Python 71 10

6. MAMDR MAMDR Public

   Official code implementation for ICDE 23 paper MAMDR: A Model Agnostic Learning Method for Multi-Domain Recommendation

   Python 38 5