Graph Language Models
There are 14 graph language models tracked. The highest-rated is RManLuo/reasoning-on-graphs at 37/100 with 497 stars.
Get all 14 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=transformers&subcategory=graph-language-models&limit=20"
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| # | Model | Score | Tier |
|---|---|---|---|
| 1 |
RManLuo/reasoning-on-graphs
Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful... |
|
Emerging |
| 2 |
alibaba/GraphTranslator
GraphTranslator:Aligning Graph Model to Large Language Model for Open-ended Tasks |
|
Emerging |
| 3 |
HKUDS/OpenGraph
[EMNLP'2024] "OpenGraph: Towards Open Graph Foundation Models" |
|
Emerging |
| 4 |
HKUDS/GraphEdit
"GraphEdit: Large Language Models for Graph Structure Learning" |
|
Emerging |
| 5 |
iMoonLab/LLM4Hypergraph
The source code of ICLR 2025 "Beyond Graphs: Can Large Language Models... |
|
Emerging |
| 6 |
UCSC-REAL/DS2
[ICLR 2025] Official implementation of paper "Improving Data Efficiency via... |
|
Experimental |
| 7 |
PeterGriffinJin/Heterformer
Heterformer: Transformer-based Deep Node Representation Learning on... |
|
Experimental |
| 8 |
codefuse-ai/GALLa
[ACL 2025] Graph Aligned Large Language Models for Improved Source Code Understanding |
|
Experimental |
| 9 |
PeterGriffinJin/Patton
Patton: Language Model Pretraining on Text-rich Networks (ACL 2023 main oral) |
|
Experimental |
| 10 |
ZhuYun97/GraphCLIP
Official implementation of GraphCLIP: Enhancing Transferability in Graph... |
|
Experimental |
| 11 |
WxxShirley/LLMNodeBed
[ICML 2025] Official implementation for paper "A Comprehensive Analysis on... |
|
Experimental |
| 12 |
minjiyoon/MMGL
Multimodal Graph Learning: how to encode multiple multimodal neighbors with... |
|
Experimental |
| 13 |
wondergo2017/LLM4DyG
Implementation codes for KDD24 paper "LLM4DyG: Can Large Language Models... |
|
Experimental |
| 14 |
zjukg/OntoTune
[Paper][WWW2025] OntoTune: Ontology-Driven Self-training for Aligning Large... |
|
Experimental |