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1. Awesome-Language-Model-on-Graphs Awesome-Language-Model-on-Graphs Public

   A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey" (TKDE)

   829 57

2. Graph-CoT Graph-CoT Public

   Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)

   Jupyter Notebook 175 19

3. Edgeformers Edgeformers Public

   Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks (ICLR 2023)

   Python 58 6

4. Patton Patton Public

   Patton: Language Model Pretraining on Text-rich Networks (ACL 2023 main oral)

   Python 25 1

5. LMIndexer LMIndexer Public

   Language Models as Semantic Indexers (ICML 2024)

   Python 25 1

6. Heterformer Heterformer Public

   Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks (KDD 2023)

   Jupyter Notebook 21 4