Awesome-LLMs-in-Graph-tasks
A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.
https://github.com/yhLeeee/Awesome-LLMs-in-Graph-tasks
Last synced: 3 days ago
JSON representation
-
LLM as Enhancer
- KDD' 2023
- ICLR' 2022 - xrt)]
- ICLR' 2023
- KDD' 2023
- ICLR' 2024
- Arxiv' 2023
- Arxiv' 2023
- Arxiv' 2023
- Arxiv' 2023 - submit)]
- WSDM' 2024
- KDD' 2024
- CIKM' 2024
- CIKM' 2024 - HGNN-MBTI)]
- Arxiv' 2023
- ICLR' 2024
- NeurIPS' 2023
- IJCAI' 2024
- Arxiv' 2024
- KDD' 2023
-
LLM as Predictor
- NeurIPS' 2023 - Heng/NLGraph)]
- Arxiv' 2023
- NeurIPS' 2023 - ht/GIMLET)]
- Arxiv' 2023
- Arxiv' 2023 - LLM)]
- Arxiv' 2023
- Arxiv' 2023 - Lab/LLM-Structured-Data)]
- Arxiv' 2023
- Arxiv' 2023
- Arxiv' 2023 - LLM)]
- Arxiv' 2023
- EMNLP' 2023
- Arxiv' 2023
- Arxiv' 2023
- Arxiv' 2023
- Arxiv' 2023
- Arxiv' 2023
- Arxiv' 2024
- Arxiv' 2024
- WWW' 2024
- Arxiv' 2024
- Arxiv' 2024 - Group/LLaGA)]
- WWW' 2024
- Arxiv' 2024
- Arxiv' 2024
- Arxiv' 2024 - Reasoning-LLM)]
- Arxiv' 2024
- Arxiv' 2024
- Arxiv' 2023
- Arxiv' 2023
- EMNLP' 2023 - cn/ReLM)]
-
GNN-LLM Alignment
-
Benchmarks
- COLING 2025
- NeurIPS' 2024
- NeurIPS' 2024 - Li/TEG-Benchmark/tree/main)]
-
Others
-
LLM as Annotator
-
LLM as Controller
-
LLM as Sample Generator
-
LLM as Similarity Analyzer
-
LLM for Robustness
-
LLM for Task Planning
-
-
Other Repos
-
LLM for Task Planning
- Awesome-Graph-LLM
- Awesome-Large-Graph-Model - zhang.github.io/) from THU.
- Awesome-Language-Model-on-Graphs
- Awesome-Graph-Prompt
-
Categories
Sub Categories